diff options
| author | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2020-05-25 13:47:18 +0100 |
|---|---|---|
| committer | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2020-05-25 14:19:58 +0100 |
| commit | f3b6797e3b4a2dd1be46d3c8c59b2d74d1a129bf (patch) | |
| tree | 4854f6d68179f23264e1d8acc4c6e23fe382c16a /analysis/output | |
| parent | Don't update pip in Dockerfile (diff) | |
| download | TCPDBench-f3b6797e3b4a2dd1be46d3c8c59b2d74d1a129bf.tar.gz TCPDBench-f3b6797e3b4a2dd1be46d3c8c59b2d74d1a129bf.zip | |
Add the "zero" method
This method always returns that a series contains
no change points.
Diffstat (limited to 'analysis/output')
71 files changed, 1992 insertions, 587 deletions
diff --git a/analysis/output/constants/sigtest_global_best_cover_uni.tex b/analysis/output/constants/sigtest_global_best_cover_uni.tex index 16045bab..8d7d0707 100644 --- a/analysis/output/constants/sigtest_global_best_cover_uni.tex +++ b/analysis/output/constants/sigtest_global_best_cover_uni.tex @@ -1 +1 @@ -F = 31.7 (p = 1.11022e-16)
\ No newline at end of file +F = 28.2 (p = 1.11022e-16)
\ No newline at end of file diff --git a/analysis/output/constants/sigtest_global_best_f1_uni.tex b/analysis/output/constants/sigtest_global_best_f1_uni.tex index 44ed749a..665d277c 100644 --- a/analysis/output/constants/sigtest_global_best_f1_uni.tex +++ b/analysis/output/constants/sigtest_global_best_f1_uni.tex @@ -1 +1 @@ -F = 39.2 (p = 1.11022e-16)
\ No newline at end of file +F = 33.8 (p = 1.11022e-16)
\ No newline at end of file diff --git a/analysis/output/constants/sigtest_global_default_cover_uni.tex b/analysis/output/constants/sigtest_global_default_cover_uni.tex index c0b10428..3730adf6 100644 --- a/analysis/output/constants/sigtest_global_default_cover_uni.tex +++ b/analysis/output/constants/sigtest_global_default_cover_uni.tex @@ -1 +1 @@ -F = 37.7 (p = 1.11022e-16)
\ No newline at end of file +F = 31.4 (p = 1.11022e-16)
\ No newline at end of file diff --git a/analysis/output/constants/sigtest_global_default_f1_uni.tex b/analysis/output/constants/sigtest_global_default_f1_uni.tex index 9d7f1809..393926e2 100644 --- a/analysis/output/constants/sigtest_global_default_f1_uni.tex +++ b/analysis/output/constants/sigtest_global_default_f1_uni.tex @@ -1 +1 @@ -F = 38.6 (p = 1.11022e-16)
\ No newline at end of file +F = 34.1 (p = 1.11022e-16)
\ No newline at end of file diff --git a/analysis/output/rankplots/rankplot_best_cover_uni.pdf b/analysis/output/rankplots/rankplot_best_cover_uni.pdf Binary files differindex 83da3a9f..d2778afa 100644 --- a/analysis/output/rankplots/rankplot_best_cover_uni.pdf +++ b/analysis/output/rankplots/rankplot_best_cover_uni.pdf diff --git a/analysis/output/rankplots/rankplot_best_cover_uni.tex b/analysis/output/rankplots/rankplot_best_cover_uni.tex index 5fb3cebf..1d0e883f 100644 --- a/analysis/output/rankplots/rankplot_best_cover_uni.tex +++ b/analysis/output/rankplots/rankplot_best_cover_uni.tex @@ -21,6 +21,7 @@ \definecolor{dotColorJ}{HTML}{000000} \definecolor{dotColorK}{HTML}{000000} \definecolor{dotColorL}{HTML}{000000} +\definecolor{dotColorM}{HTML}{000000} \definecolor{labelBgColorA}{HTML}{FFFFFF} \definecolor{labelBgColorB}{HTML}{FFFFFF} @@ -34,6 +35,7 @@ \definecolor{labelBgColorJ}{HTML}{FFFFFF} \definecolor{labelBgColorK}{HTML}{FFFFFF} \definecolor{labelBgColorL}{HTML}{FFFFFF} +\definecolor{labelBgColorM}{HTML}{FFFFFF} \definecolor{labelTextColorA}{HTML}{000000} \definecolor{labelTextColorB}{HTML}{000000} @@ -47,6 +49,7 @@ \definecolor{labelTextColorJ}{HTML}{000000} \definecolor{labelTextColorK}{HTML}{000000} \definecolor{labelTextColorL}{HTML}{000000} +\definecolor{labelTextColorM}{HTML}{000000} \definecolor{linkColorA}{HTML}{000000} \definecolor{linkColorB}{HTML}{000000} @@ -60,6 +63,7 @@ \definecolor{linkColorJ}{HTML}{000000} \definecolor{linkColorK}{HTML}{000000} \definecolor{linkColorL}{HTML}{000000} +\definecolor{linkColorM}{HTML}{000000} \def\textA{\textsc{amoc}} \def\textB{\textsc{binseg}} @@ -73,6 +77,7 @@ \def\textJ{\textsc{rfpop}} \def\textK{\textsc{segneigh}} \def\textL{\textsc{wbs}} +\def\textM{\textsc{zero}} \begin{document} \begin{tikzpicture}[x=1bp,y=-1bp] @@ -92,163 +97,175 @@ \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {1}; \end{scope} -\begin{scope}[shift={(54, 0)}] +\begin{scope}[shift={(50, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {2}; \end{scope} -\begin{scope}[shift={(109, 0)}] +\begin{scope}[shift={(100, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {3}; \end{scope} -\begin{scope}[shift={(163, 0)}] +\begin{scope}[shift={(150, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {4}; \end{scope} -\begin{scope}[shift={(218, 0)}] +\begin{scope}[shift={(200, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {5}; \end{scope} -\begin{scope}[shift={(272, 0)}] +\begin{scope}[shift={(250, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {6}; \end{scope} -\begin{scope}[shift={(327, 0)}] +\begin{scope}[shift={(300, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {7}; \end{scope} -\begin{scope}[shift={(381, 0)}] +\begin{scope}[shift={(350, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {8}; \end{scope} -\begin{scope}[shift={(436, 0)}] +\begin{scope}[shift={(400, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {9}; \end{scope} -\begin{scope}[shift={(490, 0)}] +\begin{scope}[shift={(450, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {10}; \end{scope} -\begin{scope}[shift={(545, 0)}] +\begin{scope}[shift={(500, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {11}; \end{scope} -\begin{scope}[shift={(600, 0)}] +\begin{scope}[shift={(550, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {12}; \end{scope} +\begin{scope}[shift={(600, 0)}] +\draw[thick] (0, 0) -- (0, -6pt) +node[anchor=north] {13}; +\end{scope} \end{scope} % link layer \begin{scope} -\draw[color=linkColorA, thin] (196.8058968058968, 0) .. controls -(196.8058968058968, -10.0) and (204.0, -10.0) .. (204.0, -20.0); -\draw[color=linkColorB, thin] (189.4348894348894, 0) .. controls -(189.4348894348894, -10.0) and (161.0, -10.0) .. (161.0, -20.0); -\draw[color=linkColorC, thin] (121.62162162162163, 0) .. controls -(121.62162162162163, -10.0) and (56.0, -10.0) .. (56.0, -20.0); -\draw[color=linkColorD, thin] (305.1597051597052, 0) .. controls -(305.1597051597052, -10.0) and (318.0, -10.0) .. (318.0, -20.0); -\draw[color=linkColorE, thin] (397.2972972972973, 0) .. controls -(397.2972972972973, -10.0) and (402.0, -10.0) .. (402.0, -20.0); -\draw[color=linkColorF, thin] (204.91400491400495, 0) .. controls -(204.91400491400495, -10.0) and (239.0, -10.0) .. (239.0, -20.0); -\draw[color=linkColorG, thin] (347.17444717444715, 0) .. controls -(347.17444717444715, -10.0) and (365.0, -10.0) .. (365.0, -20.0); -\draw[color=linkColorH, thin] (233.66093366093367, 0) .. controls -(233.66093366093367, -10.0) and (272.0, -10.0) .. (272.0, -20.0); -\draw[color=linkColorI, thin] (403.1941031941032, 0) .. controls -(403.1941031941032, -10.0) and (448.0, -10.0) .. (448.0, -20.0); -\draw[color=linkColorJ, thin] (523.3415233415234, 0) .. controls -(523.3415233415234, -10.0) and (533.0, -10.0) .. (533.0, -20.0); -\draw[color=linkColorK, thin] (171.74447174447172, 0) .. controls -(171.74447174447172, -10.0) and (108.0, -10.0) .. (108.0, -20.0); -\draw[color=linkColorL, thin] (505.6511056511057, 0) .. controls -(505.6511056511057, -10.0) and (496.0, -10.0) .. (496.0, -20.0); +\draw[color=linkColorA, thin] (187.83783783783784, 0) .. controls +(187.83783783783784, -10.0) and (186.0, -10.0) .. (186.0, -20.0); +\draw[color=linkColorB, thin] (182.4324324324324, 0) .. controls +(182.4324324324324, -10.0) and (143.0, -10.0) .. (143.0, -20.0); +\draw[color=linkColorC, thin] (119.59459459459461, 0) .. controls +(119.59459459459461, -10.0) and (38.0, -10.0) .. (38.0, -20.0); +\draw[color=linkColorD, thin] (300.0, 0) .. controls +(300.0, -10.0) and (299.0, -10.0) .. (299.0, -20.0); +\draw[color=linkColorE, thin] (390.5405405405406, 0) .. controls +(390.5405405405406, -10.0) and (419.0, -10.0) .. (419.0, -20.0); +\draw[color=linkColorF, thin] (203.37837837837836, 0) .. controls +(203.37837837837836, -10.0) and (221.0, -10.0) .. (221.0, -20.0); +\draw[color=linkColorG, thin] (344.5945945945946, 0) .. controls +(344.5945945945946, -10.0) and (346.0, -10.0) .. (346.0, -20.0); +\draw[color=linkColorH, thin] (229.72972972972974, 0) .. controls +(229.72972972972974, -10.0) and (253.0, -10.0) .. (253.0, -20.0); +\draw[color=linkColorI, thin] (390.5405405405406, 0) .. controls +(390.5405405405406, -10.0) and (466.0, -10.0) .. (466.0, -20.0); +\draw[color=linkColorJ, thin] (513.5135135135135, 0) .. controls +(513.5135135135135, -10.0) and (547.0, -10.0) .. (547.0, -20.0); +\draw[color=linkColorK, thin] (166.21621621621622, 0) .. controls +(166.21621621621622, -10.0) and (90.0, -10.0) .. (90.0, -20.0); +\draw[color=linkColorL, thin] (499.3243243243243, 0) .. controls +(499.3243243243243, -10.0) and (510.0, -10.0) .. (510.0, -20.0); +\draw[color=linkColorM, thin] (372.29729729729723, 0) .. controls +(372.29729729729723, -10.0) and (383.0, -10.0) .. (383.0, -20.0); \end{scope} % label layer \begin{scope} -\begin{scope}[shift={(185, -34)}] +\begin{scope}[shift={(167, -34)}] \fill[color=labelBgColorA, rounded corners=2pt] (0, 0) rectangle (37, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorA] {\strut \textA}; \end{scope} -\begin{scope}[shift={(139, -34)}] +\begin{scope}[shift={(121, -34)}] \fill[color=labelBgColorB, rounded corners=2pt] (0, 0) rectangle (43, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorB] {\strut \textB}; \end{scope} -\begin{scope}[shift={(35, -34)}] +\begin{scope}[shift={(17, -34)}] \fill[color=labelBgColorC, rounded corners=2pt] (0, 0) rectangle (41, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorC] {\strut \textC}; \end{scope} -\begin{scope}[shift={(291, -34)}] +\begin{scope}[shift={(272, -34)}] \fill[color=labelBgColorD, rounded corners=2pt] (0, 0) rectangle (54, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorD] {\strut \textD}; \end{scope} -\begin{scope}[shift={(385, -34)}] +\begin{scope}[shift={(402, -34)}] \fill[color=labelBgColorE, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorE] {\strut \textE}; \end{scope} -\begin{scope}[shift={(225, -34)}] +\begin{scope}[shift={(207, -34)}] \fill[color=labelBgColorF, rounded corners=2pt] (0, 0) rectangle (27, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorF] {\strut \textF}; \end{scope} -\begin{scope}[shift={(348, -34)}] +\begin{scope}[shift={(329, -34)}] \fill[color=labelBgColorG, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorG] {\strut \textG}; \end{scope} -\begin{scope}[shift={(256, -34)}] +\begin{scope}[shift={(237, -34)}] \fill[color=labelBgColorH, rounded corners=2pt] (0, 0) rectangle (32, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorH] {\strut \textH}; \end{scope} -\begin{scope}[shift={(421, -34)}] +\begin{scope}[shift={(439, -34)}] \fill[color=labelBgColorI, rounded corners=2pt] (0, 0) rectangle (53, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorI] {\strut \textI}; \end{scope} -\begin{scope}[shift={(513, -34)}] +\begin{scope}[shift={(527, -34)}] \fill[color=labelBgColorJ, rounded corners=2pt] (0, 0) rectangle (40, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorJ] {\strut \textJ}; \end{scope} -\begin{scope}[shift={(79, -34)}] +\begin{scope}[shift={(61, -34)}] \fill[color=labelBgColorK, rounded corners=2pt] (0, 0) rectangle (57, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorK] {\strut \textK}; \end{scope} -\begin{scope}[shift={(481, -34)}] +\begin{scope}[shift={(495, -34)}] \fill[color=labelBgColorL, rounded corners=2pt] (0, 0) rectangle (29, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorL] {\strut \textL}; \end{scope} +\begin{scope}[shift={(366, -34)}] +\fill[color=labelBgColorM, rounded corners=2pt] +(0, 0) rectangle (33, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorM] {\strut \textM}; +\end{scope} \end{scope} % dots \begin{scope} \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorA] at (196.805897, 0) {}; +fill=dotColorA] at (187.837838, 0) {}; +\draw node [circle, inner sep=0pt, minimum size=4bp, +fill=dotColorB] at (182.432432, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorB] at (189.434889, 0) {}; +fill=dotColorC] at (119.594595, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorC] at (121.621622, 0) {}; +fill=dotColorD] at (300.000000, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorD] at (305.159705, 0) {}; +fill=dotColorE] at (390.540541, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorE] at (397.297297, 0) {}; +fill=dotColorF] at (203.378378, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorF] at (204.914005, 0) {}; +fill=dotColorG] at (344.594595, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorG] at (347.174447, 0) {}; +fill=dotColorH] at (229.729730, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorH] at (233.660934, 0) {}; +fill=dotColorI] at (390.540541, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorI] at (403.194103, 0) {}; +fill=dotColorJ] at (513.513514, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorJ] at (523.341523, 0) {}; +fill=dotColorK] at (166.216216, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorK] at (171.744472, 0) {}; +fill=dotColorL] at (499.324324, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorL] at (505.651106, 0) {}; +fill=dotColorM] at (372.297297, 0) {}; \end{scope} % Critical difference -\def\posBest{121.6216216216216282} -\def\posCD{224.1075579550507086} +\def\posBest{119.5945945945946107} +\def\posCD{221.0672691045307090} \begin{scope} \draw (\posBest, 30) -- (\posBest, 20); \draw (\posBest, 25) --node[below] {CD} (\posCD, 25); diff --git a/analysis/output/rankplots/rankplot_best_f1_uni.pdf b/analysis/output/rankplots/rankplot_best_f1_uni.pdf Binary files differindex 9aadbc47..3e0e1572 100644 --- a/analysis/output/rankplots/rankplot_best_f1_uni.pdf +++ b/analysis/output/rankplots/rankplot_best_f1_uni.pdf diff --git a/analysis/output/rankplots/rankplot_best_f1_uni.tex b/analysis/output/rankplots/rankplot_best_f1_uni.tex index 1c8eb7cf..8a419055 100644 --- a/analysis/output/rankplots/rankplot_best_f1_uni.tex +++ b/analysis/output/rankplots/rankplot_best_f1_uni.tex @@ -21,6 +21,7 @@ \definecolor{dotColorJ}{HTML}{000000} \definecolor{dotColorK}{HTML}{000000} \definecolor{dotColorL}{HTML}{000000} +\definecolor{dotColorM}{HTML}{000000} \definecolor{labelBgColorA}{HTML}{FFFFFF} \definecolor{labelBgColorB}{HTML}{FFFFFF} @@ -34,6 +35,7 @@ \definecolor{labelBgColorJ}{HTML}{FFFFFF} \definecolor{labelBgColorK}{HTML}{FFFFFF} \definecolor{labelBgColorL}{HTML}{FFFFFF} +\definecolor{labelBgColorM}{HTML}{FFFFFF} \definecolor{labelTextColorA}{HTML}{000000} \definecolor{labelTextColorB}{HTML}{000000} @@ -47,6 +49,7 @@ \definecolor{labelTextColorJ}{HTML}{000000} \definecolor{labelTextColorK}{HTML}{000000} \definecolor{labelTextColorL}{HTML}{000000} +\definecolor{labelTextColorM}{HTML}{000000} \definecolor{linkColorA}{HTML}{000000} \definecolor{linkColorB}{HTML}{000000} @@ -60,6 +63,7 @@ \definecolor{linkColorJ}{HTML}{000000} \definecolor{linkColorK}{HTML}{000000} \definecolor{linkColorL}{HTML}{000000} +\definecolor{linkColorM}{HTML}{000000} \def\textA{\textsc{amoc}} \def\textB{\textsc{binseg}} @@ -73,6 +77,7 @@ \def\textJ{\textsc{rfpop}} \def\textK{\textsc{segneigh}} \def\textL{\textsc{wbs}} +\def\textM{\textsc{zero}} \begin{document} \begin{tikzpicture}[x=1bp,y=-1bp] @@ -92,163 +97,175 @@ \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {1}; \end{scope} -\begin{scope}[shift={(54, 0)}] +\begin{scope}[shift={(50, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {2}; \end{scope} -\begin{scope}[shift={(109, 0)}] +\begin{scope}[shift={(100, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {3}; \end{scope} -\begin{scope}[shift={(163, 0)}] +\begin{scope}[shift={(150, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {4}; \end{scope} -\begin{scope}[shift={(218, 0)}] +\begin{scope}[shift={(200, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {5}; \end{scope} -\begin{scope}[shift={(272, 0)}] +\begin{scope}[shift={(250, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {6}; \end{scope} -\begin{scope}[shift={(327, 0)}] +\begin{scope}[shift={(300, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {7}; \end{scope} -\begin{scope}[shift={(381, 0)}] +\begin{scope}[shift={(350, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {8}; \end{scope} -\begin{scope}[shift={(436, 0)}] +\begin{scope}[shift={(400, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {9}; \end{scope} -\begin{scope}[shift={(490, 0)}] +\begin{scope}[shift={(450, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {10}; \end{scope} -\begin{scope}[shift={(545, 0)}] +\begin{scope}[shift={(500, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {11}; \end{scope} -\begin{scope}[shift={(600, 0)}] +\begin{scope}[shift={(550, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {12}; \end{scope} +\begin{scope}[shift={(600, 0)}] +\draw[thick] (0, 0) -- (0, -6pt) +node[anchor=north] {13}; +\end{scope} \end{scope} % link layer \begin{scope} -\draw[color=linkColorA, thin] (176.16707616707617, 0) .. controls -(176.16707616707617, -10.0) and (204.0, -10.0) .. (204.0, -20.0); -\draw[color=linkColorB, thin] (153.31695331695332, 0) .. controls -(153.31695331695332, -10.0) and (161.0, -10.0) .. (161.0, -20.0); -\draw[color=linkColorC, thin] (112.03931203931204, 0) .. controls -(112.03931203931204, -10.0) and (56.0, -10.0) .. (56.0, -20.0); -\draw[color=linkColorD, thin] (402.4570024570025, 0) .. controls -(402.4570024570025, -10.0) and (399.0, -10.0) .. (399.0, -20.0); -\draw[color=linkColorE, thin] (367.07616707616705, 0) .. controls -(367.07616707616705, -10.0) and (352.0, -10.0) .. (352.0, -20.0); -\draw[color=linkColorF, thin] (216.7076167076167, 0) .. controls -(216.7076167076167, -10.0) and (239.0, -10.0) .. (239.0, -20.0); -\draw[color=linkColorG, thin] (362.65356265356263, 0) .. controls -(362.65356265356263, -10.0) and (315.0, -10.0) .. (315.0, -20.0); -\draw[color=linkColorH, thin] (233.66093366093367, 0) .. controls -(233.66093366093367, -10.0) and (272.0, -10.0) .. (272.0, -20.0); -\draw[color=linkColorI, thin] (428.99262899262897, 0) .. controls -(428.99262899262897, -10.0) and (456.0, -10.0) .. (456.0, -20.0); -\draw[color=linkColorJ, thin] (507.1253071253071, 0) .. controls -(507.1253071253071, -10.0) and (537.0, -10.0) .. (537.0, -20.0); -\draw[color=linkColorK, thin] (148.15724815724815, 0) .. controls -(148.15724815724815, -10.0) and (108.0, -10.0) .. (108.0, -20.0); -\draw[color=linkColorL, thin] (491.6461916461917, 0) .. controls -(491.6461916461917, -10.0) and (500.0, -10.0) .. (500.0, -20.0); +\draw[color=linkColorA, thin] (170.94594594594597, 0) .. controls +(170.94594594594597, -10.0) and (190.0, -10.0) .. (190.0, -20.0); +\draw[color=linkColorB, thin] (154.05405405405403, 0) .. controls +(154.05405405405403, -10.0) and (148.0, -10.0) .. (148.0, -20.0); +\draw[color=linkColorC, thin] (112.16216216216216, 0) .. controls +(112.16216216216216, -10.0) and (42.0, -10.0) .. (42.0, -20.0); +\draw[color=linkColorD, thin] (403.37837837837844, 0) .. controls +(403.37837837837844, -10.0) and (414.0, -10.0) .. (414.0, -20.0); +\draw[color=linkColorE, thin] (364.1891891891892, 0) .. controls +(364.1891891891892, -10.0) and (330.0, -10.0) .. (330.0, -20.0); +\draw[color=linkColorF, thin] (218.9189189189189, 0) .. controls +(218.9189189189189, -10.0) and (226.0, -10.0) .. (226.0, -20.0); +\draw[color=linkColorG, thin] (365.5405405405405, 0) .. controls +(365.5405405405405, -10.0) and (367.0, -10.0) .. (367.0, -20.0); +\draw[color=linkColorH, thin] (235.13513513513513, 0) .. controls +(235.13513513513513, -10.0) and (258.0, -10.0) .. (258.0, -20.0); +\draw[color=linkColorI, thin] (430.4054054054054, 0) .. controls +(430.4054054054054, -10.0) and (470.0, -10.0) .. (470.0, -20.0); +\draw[color=linkColorJ, thin] (504.72972972972974, 0) .. controls +(504.72972972972974, -10.0) and (552.0, -10.0) .. (552.0, -20.0); +\draw[color=linkColorK, thin] (147.97297297297297, 0) .. controls +(147.97297297297297, -10.0) and (94.0, -10.0) .. (94.0, -20.0); +\draw[color=linkColorL, thin] (487.1621621621622, 0) .. controls +(487.1621621621622, -10.0) and (514.0, -10.0) .. (514.0, -20.0); +\draw[color=linkColorM, thin] (305.4054054054054, 0) .. controls +(305.4054054054054, -10.0) and (294.0, -10.0) .. (294.0, -20.0); \end{scope} % label layer \begin{scope} -\begin{scope}[shift={(185, -34)}] +\begin{scope}[shift={(171, -34)}] \fill[color=labelBgColorA, rounded corners=2pt] (0, 0) rectangle (37, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorA] {\strut \textA}; \end{scope} -\begin{scope}[shift={(139, -34)}] +\begin{scope}[shift={(126, -34)}] \fill[color=labelBgColorB, rounded corners=2pt] (0, 0) rectangle (43, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorB] {\strut \textB}; \end{scope} -\begin{scope}[shift={(35, -34)}] +\begin{scope}[shift={(21, -34)}] \fill[color=labelBgColorC, rounded corners=2pt] (0, 0) rectangle (41, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorC] {\strut \textC}; \end{scope} -\begin{scope}[shift={(372, -34)}] +\begin{scope}[shift={(387, -34)}] \fill[color=labelBgColorD, rounded corners=2pt] (0, 0) rectangle (54, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorD] {\strut \textD}; \end{scope} -\begin{scope}[shift={(335, -34)}] +\begin{scope}[shift={(313, -34)}] \fill[color=labelBgColorE, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorE] {\strut \textE}; \end{scope} -\begin{scope}[shift={(225, -34)}] +\begin{scope}[shift={(212, -34)}] \fill[color=labelBgColorF, rounded corners=2pt] (0, 0) rectangle (27, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorF] {\strut \textF}; \end{scope} -\begin{scope}[shift={(298, -34)}] +\begin{scope}[shift={(350, -34)}] \fill[color=labelBgColorG, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorG] {\strut \textG}; \end{scope} -\begin{scope}[shift={(256, -34)}] +\begin{scope}[shift={(242, -34)}] \fill[color=labelBgColorH, rounded corners=2pt] (0, 0) rectangle (32, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorH] {\strut \textH}; \end{scope} -\begin{scope}[shift={(429, -34)}] +\begin{scope}[shift={(443, -34)}] \fill[color=labelBgColorI, rounded corners=2pt] (0, 0) rectangle (53, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorI] {\strut \textI}; \end{scope} -\begin{scope}[shift={(517, -34)}] +\begin{scope}[shift={(532, -34)}] \fill[color=labelBgColorJ, rounded corners=2pt] (0, 0) rectangle (40, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorJ] {\strut \textJ}; \end{scope} -\begin{scope}[shift={(79, -34)}] +\begin{scope}[shift={(65, -34)}] \fill[color=labelBgColorK, rounded corners=2pt] (0, 0) rectangle (57, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorK] {\strut \textK}; \end{scope} -\begin{scope}[shift={(485, -34)}] +\begin{scope}[shift={(499, -34)}] \fill[color=labelBgColorL, rounded corners=2pt] (0, 0) rectangle (29, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorL] {\strut \textL}; \end{scope} +\begin{scope}[shift={(277, -34)}] +\fill[color=labelBgColorM, rounded corners=2pt] +(0, 0) rectangle (33, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorM] {\strut \textM}; +\end{scope} \end{scope} % dots \begin{scope} \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorA] at (176.167076, 0) {}; +fill=dotColorA] at (170.945946, 0) {}; +\draw node [circle, inner sep=0pt, minimum size=4bp, +fill=dotColorB] at (154.054054, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorB] at (153.316953, 0) {}; +fill=dotColorC] at (112.162162, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorC] at (112.039312, 0) {}; +fill=dotColorD] at (403.378378, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorD] at (402.457002, 0) {}; +fill=dotColorE] at (364.189189, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorE] at (367.076167, 0) {}; +fill=dotColorF] at (218.918919, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorF] at (216.707617, 0) {}; +fill=dotColorG] at (365.540541, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorG] at (362.653563, 0) {}; +fill=dotColorH] at (235.135135, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorH] at (233.660934, 0) {}; +fill=dotColorI] at (430.405405, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorI] at (428.992629, 0) {}; +fill=dotColorJ] at (504.729730, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorJ] at (507.125307, 0) {}; +fill=dotColorK] at (147.972973, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorK] at (148.157248, 0) {}; +fill=dotColorL] at (487.162162, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorL] at (491.646192, 0) {}; +fill=dotColorM] at (305.405405, 0) {}; \end{scope} % Critical difference -\def\posBest{112.0393120393120370} -\def\posCD{209.3420884209508870} +\def\posBest{112.1621621621621614} +\def\posCD{208.5029217817487392} \begin{scope} \draw (\posBest, 30) -- (\posBest, 20); \draw (\posBest, 25) --node[below] {CD} (\posCD, 25); diff --git a/analysis/output/rankplots/rankplot_default_cover_uni.pdf b/analysis/output/rankplots/rankplot_default_cover_uni.pdf Binary files differindex 18469d27..0e67c71d 100644 --- a/analysis/output/rankplots/rankplot_default_cover_uni.pdf +++ b/analysis/output/rankplots/rankplot_default_cover_uni.pdf diff --git a/analysis/output/rankplots/rankplot_default_cover_uni.tex b/analysis/output/rankplots/rankplot_default_cover_uni.tex index deed9a43..8bcc43bf 100644 --- a/analysis/output/rankplots/rankplot_default_cover_uni.tex +++ b/analysis/output/rankplots/rankplot_default_cover_uni.tex @@ -22,6 +22,7 @@ \definecolor{dotColorK}{HTML}{000000} \definecolor{dotColorL}{HTML}{000000} \definecolor{dotColorM}{HTML}{000000} +\definecolor{dotColorN}{HTML}{000000} \definecolor{labelBgColorA}{HTML}{FFFFFF} \definecolor{labelBgColorB}{HTML}{FFFFFF} @@ -36,6 +37,7 @@ \definecolor{labelBgColorK}{HTML}{FFFFFF} \definecolor{labelBgColorL}{HTML}{FFFFFF} \definecolor{labelBgColorM}{HTML}{FFFFFF} +\definecolor{labelBgColorN}{HTML}{FFFFFF} \definecolor{labelTextColorA}{HTML}{000000} \definecolor{labelTextColorB}{HTML}{000000} @@ -50,6 +52,7 @@ \definecolor{labelTextColorK}{HTML}{000000} \definecolor{labelTextColorL}{HTML}{000000} \definecolor{labelTextColorM}{HTML}{000000} +\definecolor{labelTextColorN}{HTML}{000000} \definecolor{linkColorA}{HTML}{000000} \definecolor{linkColorB}{HTML}{000000} @@ -64,6 +67,7 @@ \definecolor{linkColorK}{HTML}{000000} \definecolor{linkColorL}{HTML}{000000} \definecolor{linkColorM}{HTML}{000000} +\definecolor{linkColorN}{HTML}{000000} \def\textA{\textsc{amoc}} \def\textB{\textsc{binseg}} @@ -78,6 +82,7 @@ \def\textK{\textsc{rfpop}} \def\textL{\textsc{segneigh}} \def\textM{\textsc{wbs}} +\def\textN{\textsc{zero}} \begin{document} \begin{tikzpicture}[x=1bp,y=-1bp] @@ -97,84 +102,90 @@ \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {1}; \end{scope} -\begin{scope}[shift={(50, 0)}] +\begin{scope}[shift={(46, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {2}; \end{scope} -\begin{scope}[shift={(100, 0)}] +\begin{scope}[shift={(92, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {3}; \end{scope} -\begin{scope}[shift={(150, 0)}] +\begin{scope}[shift={(138, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {4}; \end{scope} -\begin{scope}[shift={(200, 0)}] +\begin{scope}[shift={(184, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {5}; \end{scope} -\begin{scope}[shift={(250, 0)}] +\begin{scope}[shift={(230, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {6}; \end{scope} -\begin{scope}[shift={(300, 0)}] +\begin{scope}[shift={(276, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {7}; \end{scope} -\begin{scope}[shift={(350, 0)}] +\begin{scope}[shift={(323, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {8}; \end{scope} -\begin{scope}[shift={(400, 0)}] +\begin{scope}[shift={(369, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {9}; \end{scope} -\begin{scope}[shift={(450, 0)}] +\begin{scope}[shift={(415, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {10}; \end{scope} -\begin{scope}[shift={(500, 0)}] +\begin{scope}[shift={(461, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {11}; \end{scope} -\begin{scope}[shift={(550, 0)}] +\begin{scope}[shift={(507, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {12}; \end{scope} -\begin{scope}[shift={(600, 0)}] +\begin{scope}[shift={(553, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {13}; \end{scope} +\begin{scope}[shift={(600, 0)}] +\draw[thick] (0, 0) -- (0, -6pt) +node[anchor=north] {14}; +\end{scope} \end{scope} % link layer \begin{scope} -\draw[color=linkColorA, thin] (176.42857142857144, 0) .. controls -(176.42857142857144, -10.0) and (99.0, -10.0) .. (99.0, -20.0); -\draw[color=linkColorB, thin] (155.7142857142857, 0) .. controls -(155.7142857142857, -10.0) and (21.0, -10.0) .. (21.0, -20.0); -\draw[color=linkColorC, thin] (221.42857142857144, 0) .. controls -(221.42857142857144, -10.0) and (201.0, -10.0) .. (201.0, -20.0); -\draw[color=linkColorD, thin] (260.0, 0) .. controls -(260.0, -10.0) and (252.0, -10.0) .. (252.0, -20.0); -\draw[color=linkColorE, thin] (334.2857142857143, 0) .. controls -(334.2857142857143, -10.0) and (449.0, -10.0) .. (449.0, -20.0); -\draw[color=linkColorF, thin] (319.2857142857143, 0) .. controls -(319.2857142857143, -10.0) and (415.0, -10.0) .. (415.0, -20.0); -\draw[color=linkColorG, thin] (595.0, 0) .. controls -(595.0, -10.0) and (595.0, -10.0) .. (595.0, -20.0); -\draw[color=linkColorH, thin] (162.14285714285714, 0) .. controls -(162.14285714285714, -10.0) and (62.0, -10.0) .. (62.0, -20.0); -\draw[color=linkColorI, thin] (315.0, 0) .. controls -(315.0, -10.0) and (372.0, -10.0) .. (372.0, -20.0); -\draw[color=linkColorJ, thin] (281.42857142857144, 0) .. controls -(281.42857142857144, -10.0) and (312.0, -10.0) .. (312.0, -20.0); -\draw[color=linkColorK, thin] (447.14285714285717, 0) .. controls -(447.14285714285717, -10.0) and (489.0, -10.0) .. (489.0, -20.0); -\draw[color=linkColorL, thin] (180.7142857142857, 0) .. controls -(180.7142857142857, -10.0) and (149.0, -10.0) .. (149.0, -20.0); -\draw[color=linkColorM, thin] (451.42857142857144, 0) .. controls -(451.42857142857144, -10.0) and (526.0, -10.0) .. (526.0, -20.0); +\draw[color=linkColorA, thin] (179.34065934065936, 0) .. controls +(179.34065934065936, -10.0) and (99.0, -10.0) .. (99.0, -20.0); +\draw[color=linkColorB, thin] (159.56043956043956, 0) .. controls +(159.56043956043956, -10.0) and (21.0, -10.0) .. (21.0, -20.0); +\draw[color=linkColorC, thin] (223.51648351648348, 0) .. controls +(223.51648351648348, -10.0) and (201.0, -10.0) .. (201.0, -20.0); +\draw[color=linkColorD, thin] (267.6923076923077, 0) .. controls +(267.6923076923077, -10.0) and (252.0, -10.0) .. (252.0, -20.0); +\draw[color=linkColorE, thin] (332.96703296703294, 0) .. controls +(332.96703296703294, -10.0) and (485.0, -10.0) .. (485.0, -20.0); +\draw[color=linkColorF, thin] (318.46153846153845, 0) .. controls +(318.46153846153845, -10.0) and (451.0, -10.0) .. (451.0, -20.0); +\draw[color=linkColorG, thin] (595.3846153846154, 0) .. controls +(595.3846153846154, -10.0) and (597.0, -10.0) .. (597.0, -20.0); +\draw[color=linkColorH, thin] (166.15384615384613, 0) .. controls +(166.15384615384613, -10.0) and (62.0, -10.0) .. (62.0, -20.0); +\draw[color=linkColorI, thin] (311.8681318681319, 0) .. controls +(311.8681318681319, -10.0) and (408.0, -10.0) .. (408.0, -20.0); +\draw[color=linkColorJ, thin] (283.51648351648356, 0) .. controls +(283.51648351648356, -10.0) and (312.0, -10.0) .. (312.0, -20.0); +\draw[color=linkColorK, thin] (444.3956043956043, 0) .. controls +(444.3956043956043, -10.0) and (525.0, -10.0) .. (525.0, -20.0); +\draw[color=linkColorL, thin] (183.2967032967033, 0) .. controls +(183.2967032967033, -10.0) and (149.0, -10.0) .. (149.0, -20.0); +\draw[color=linkColorM, thin] (450.3296703296704, 0) .. controls +(450.3296703296704, -10.0) and (562.0, -10.0) .. (562.0, -20.0); +\draw[color=linkColorN, thin] (283.51648351648356, 0) .. controls +(283.51648351648356, -10.0) and (362.0, -10.0) .. (362.0, -20.0); \end{scope} % label layer @@ -195,15 +206,15 @@ node[anchor=north] {13}; \fill[color=labelBgColorD, rounded corners=2pt] (0, 0) rectangle (54, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorD] {\strut \textD}; \end{scope} -\begin{scope}[shift={(432, -34)}] +\begin{scope}[shift={(468, -34)}] \fill[color=labelBgColorE, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorE] {\strut \textE}; \end{scope} -\begin{scope}[shift={(401, -34)}] +\begin{scope}[shift={(437, -34)}] \fill[color=labelBgColorF, rounded corners=2pt] (0, 0) rectangle (27, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorF] {\strut \textF}; \end{scope} -\begin{scope}[shift={(578, -34)}] +\begin{scope}[shift={(580, -34)}] \fill[color=labelBgColorG, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorG] {\strut \textG}; \end{scope} @@ -211,7 +222,7 @@ node[anchor=north] {13}; \fill[color=labelBgColorH, rounded corners=2pt] (0, 0) rectangle (32, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorH] {\strut \textH}; \end{scope} -\begin{scope}[shift={(345, -34)}] +\begin{scope}[shift={(381, -34)}] \fill[color=labelBgColorI, rounded corners=2pt] (0, 0) rectangle (53, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorI] {\strut \textI}; \end{scope} @@ -219,7 +230,7 @@ node[anchor=north] {13}; \fill[color=labelBgColorJ, rounded corners=2pt] (0, 0) rectangle (61, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorJ] {\strut \textJ}; \end{scope} -\begin{scope}[shift={(469, -34)}] +\begin{scope}[shift={(505, -34)}] \fill[color=labelBgColorK, rounded corners=2pt] (0, 0) rectangle (40, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorK] {\strut \textK}; \end{scope} @@ -227,45 +238,51 @@ node[anchor=north] {13}; \fill[color=labelBgColorL, rounded corners=2pt] (0, 0) rectangle (57, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorL] {\strut \textL}; \end{scope} -\begin{scope}[shift={(511, -34)}] +\begin{scope}[shift={(547, -34)}] \fill[color=labelBgColorM, rounded corners=2pt] (0, 0) rectangle (29, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorM] {\strut \textM}; \end{scope} +\begin{scope}[shift={(345, -34)}] +\fill[color=labelBgColorN, rounded corners=2pt] +(0, 0) rectangle (33, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorN] {\strut \textN}; +\end{scope} \end{scope} % dots \begin{scope} \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorA] at (176.428571, 0) {}; +fill=dotColorA] at (179.340659, 0) {}; +\draw node [circle, inner sep=0pt, minimum size=4bp, +fill=dotColorB] at (159.560440, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorB] at (155.714286, 0) {}; +fill=dotColorC] at (223.516484, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorC] at (221.428571, 0) {}; +fill=dotColorD] at (267.692308, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorD] at (260.000000, 0) {}; +fill=dotColorE] at (332.967033, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorE] at (334.285714, 0) {}; +fill=dotColorF] at (318.461538, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorF] at (319.285714, 0) {}; +fill=dotColorG] at (595.384615, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorG] at (595.000000, 0) {}; +fill=dotColorH] at (166.153846, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorH] at (162.142857, 0) {}; +fill=dotColorI] at (311.868132, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorI] at (315.000000, 0) {}; +fill=dotColorJ] at (283.516484, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorJ] at (281.428571, 0) {}; +fill=dotColorK] at (444.395604, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorK] at (447.142857, 0) {}; +fill=dotColorL] at (183.296703, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorL] at (180.714286, 0) {}; +fill=dotColorM] at (450.329670, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorM] at (451.428571, 0) {}; +fill=dotColorN] at (283.516484, 0) {}; \end{scope} % Critical difference -\def\posBest{155.7142857142856940} -\def\posCD{263.9998861756785118} +\def\posBest{159.5604395604395620} +\def\posCD{263.0097962191293277} \begin{scope} \draw (\posBest, 30) -- (\posBest, 20); \draw (\posBest, 25) --node[below] {CD} (\posCD, 25); diff --git a/analysis/output/rankplots/rankplot_default_f1_uni.pdf b/analysis/output/rankplots/rankplot_default_f1_uni.pdf Binary files differindex 3a1918a8..8be68df1 100644 --- a/analysis/output/rankplots/rankplot_default_f1_uni.pdf +++ b/analysis/output/rankplots/rankplot_default_f1_uni.pdf diff --git a/analysis/output/rankplots/rankplot_default_f1_uni.tex b/analysis/output/rankplots/rankplot_default_f1_uni.tex index 4776265b..738a046b 100644 --- a/analysis/output/rankplots/rankplot_default_f1_uni.tex +++ b/analysis/output/rankplots/rankplot_default_f1_uni.tex @@ -22,6 +22,7 @@ \definecolor{dotColorK}{HTML}{000000} \definecolor{dotColorL}{HTML}{000000} \definecolor{dotColorM}{HTML}{000000} +\definecolor{dotColorN}{HTML}{000000} \definecolor{labelBgColorA}{HTML}{FFFFFF} \definecolor{labelBgColorB}{HTML}{FFFFFF} @@ -36,6 +37,7 @@ \definecolor{labelBgColorK}{HTML}{FFFFFF} \definecolor{labelBgColorL}{HTML}{FFFFFF} \definecolor{labelBgColorM}{HTML}{FFFFFF} +\definecolor{labelBgColorN}{HTML}{FFFFFF} \definecolor{labelTextColorA}{HTML}{000000} \definecolor{labelTextColorB}{HTML}{000000} @@ -50,6 +52,7 @@ \definecolor{labelTextColorK}{HTML}{000000} \definecolor{labelTextColorL}{HTML}{000000} \definecolor{labelTextColorM}{HTML}{000000} +\definecolor{labelTextColorN}{HTML}{000000} \definecolor{linkColorA}{HTML}{000000} \definecolor{linkColorB}{HTML}{000000} @@ -64,6 +67,7 @@ \definecolor{linkColorK}{HTML}{000000} \definecolor{linkColorL}{HTML}{000000} \definecolor{linkColorM}{HTML}{000000} +\definecolor{linkColorN}{HTML}{000000} \def\textA{\textsc{amoc}} \def\textB{\textsc{binseg}} @@ -78,6 +82,7 @@ \def\textK{\textsc{rfpop}} \def\textL{\textsc{segneigh}} \def\textM{\textsc{wbs}} +\def\textN{\textsc{zero}} \begin{document} \begin{tikzpicture}[x=1bp,y=-1bp] @@ -97,109 +102,115 @@ \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {1}; \end{scope} -\begin{scope}[shift={(50, 0)}] +\begin{scope}[shift={(46, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {2}; \end{scope} -\begin{scope}[shift={(100, 0)}] +\begin{scope}[shift={(92, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {3}; \end{scope} -\begin{scope}[shift={(150, 0)}] +\begin{scope}[shift={(138, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {4}; \end{scope} -\begin{scope}[shift={(200, 0)}] +\begin{scope}[shift={(184, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {5}; \end{scope} -\begin{scope}[shift={(250, 0)}] +\begin{scope}[shift={(230, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {6}; \end{scope} -\begin{scope}[shift={(300, 0)}] +\begin{scope}[shift={(276, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {7}; \end{scope} -\begin{scope}[shift={(350, 0)}] +\begin{scope}[shift={(323, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {8}; \end{scope} -\begin{scope}[shift={(400, 0)}] +\begin{scope}[shift={(369, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {9}; \end{scope} -\begin{scope}[shift={(450, 0)}] +\begin{scope}[shift={(415, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {10}; \end{scope} -\begin{scope}[shift={(500, 0)}] +\begin{scope}[shift={(461, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {11}; \end{scope} -\begin{scope}[shift={(550, 0)}] +\begin{scope}[shift={(507, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {12}; \end{scope} -\begin{scope}[shift={(600, 0)}] +\begin{scope}[shift={(553, 0)}] \draw[thick] (0, 0) -- (0, -6pt) node[anchor=north] {13}; \end{scope} +\begin{scope}[shift={(600, 0)}] +\draw[thick] (0, 0) -- (0, -6pt) +node[anchor=north] {14}; +\end{scope} \end{scope} % link layer \begin{scope} -\draw[color=linkColorA, thin] (164.28571428571428, 0) .. controls -(164.28571428571428, -10.0) and (109.0, -10.0) .. (109.0, -20.0); -\draw[color=linkColorB, thin] (133.57142857142856, 0) .. controls -(133.57142857142856, -10.0) and (31.0, -10.0) .. (31.0, -20.0); -\draw[color=linkColorC, thin] (202.1428571428571, 0) .. controls -(202.1428571428571, -10.0) and (211.0, -10.0) .. (211.0, -20.0); -\draw[color=linkColorD, thin] (325.0, 0) .. controls -(325.0, -10.0) and (328.0, -10.0) .. (328.0, -20.0); -\draw[color=linkColorE, thin] (280.71428571428567, 0) .. controls -(280.71428571428567, -10.0) and (281.0, -10.0) .. (281.0, -20.0); -\draw[color=linkColorF, thin] (250.71428571428572, 0) .. controls -(250.71428571428572, -10.0) and (248.0, -10.0) .. (248.0, -20.0); -\draw[color=linkColorG, thin] (598.5714285714286, 0) .. controls -(598.5714285714286, -10.0) and (599.0, -10.0) .. (599.0, -20.0); -\draw[color=linkColorH, thin] (144.28571428571428, 0) .. controls -(144.28571428571428, -10.0) and (71.0, -10.0) .. (71.0, -20.0); -\draw[color=linkColorI, thin] (337.85714285714283, 0) .. controls -(337.85714285714283, -10.0) and (385.0, -10.0) .. (385.0, -20.0); -\draw[color=linkColorJ, thin] (370.7142857142857, 0) .. controls -(370.7142857142857, -10.0) and (445.0, -10.0) .. (445.0, -20.0); -\draw[color=linkColorK, thin] (441.42857142857144, 0) .. controls -(441.42857142857144, -10.0) and (498.0, -10.0) .. (498.0, -20.0); -\draw[color=linkColorL, thin] (186.42857142857144, 0) .. controls -(186.42857142857144, -10.0) and (159.0, -10.0) .. (159.0, -20.0); -\draw[color=linkColorM, thin] (464.2857142857143, 0) .. controls -(464.2857142857143, -10.0) and (536.0, -10.0) .. (536.0, -20.0); +\draw[color=linkColorA, thin] (177.36263736263734, 0) .. controls +(177.36263736263734, -10.0) and (99.0, -10.0) .. (99.0, -20.0); +\draw[color=linkColorB, thin] (147.03296703296704, 0) .. controls +(147.03296703296704, -10.0) and (21.0, -10.0) .. (21.0, -20.0); +\draw[color=linkColorC, thin] (210.98901098901098, 0) .. controls +(210.98901098901098, -10.0) and (237.0, -10.0) .. (237.0, -20.0); +\draw[color=linkColorD, thin] (338.24175824175825, 0) .. controls +(338.24175824175825, -10.0) and (355.0, -10.0) .. (355.0, -20.0); +\draw[color=linkColorE, thin] (288.13186813186815, 0) .. controls +(288.13186813186815, -10.0) and (308.0, -10.0) .. (308.0, -20.0); +\draw[color=linkColorF, thin] (258.46153846153845, 0) .. controls +(258.46153846153845, -10.0) and (274.0, -10.0) .. (274.0, -20.0); +\draw[color=linkColorG, thin] (598.6813186813187, 0) .. controls +(598.6813186813187, -10.0) and (599.0, -10.0) .. (599.0, -20.0); +\draw[color=linkColorH, thin] (156.26373626373626, 0) .. controls +(156.26373626373626, -10.0) and (62.0, -10.0) .. (62.0, -20.0); +\draw[color=linkColorI, thin] (348.79120879120876, 0) .. controls +(348.79120879120876, -10.0) and (411.0, -10.0) .. (411.0, -20.0); +\draw[color=linkColorJ, thin] (381.09890109890114, 0) .. controls +(381.09890109890114, -10.0) and (471.0, -10.0) .. (471.0, -20.0); +\draw[color=linkColorK, thin] (445.054945054945, 0) .. controls +(445.054945054945, -10.0) and (525.0, -10.0) .. (525.0, -20.0); +\draw[color=linkColorL, thin] (196.4835164835165, 0) .. controls +(196.4835164835165, -10.0) and (185.0, -10.0) .. (185.0, -20.0); +\draw[color=linkColorM, thin] (466.1538461538462, 0) .. controls +(466.1538461538462, -10.0) and (562.0, -10.0) .. (562.0, -20.0); +\draw[color=linkColorN, thin] (187.25274725274724, 0) .. controls +(187.25274725274724, -10.0) and (137.0, -10.0) .. (137.0, -20.0); \end{scope} % label layer \begin{scope} -\begin{scope}[shift={(90, -34)}] +\begin{scope}[shift={(80, -34)}] \fill[color=labelBgColorA, rounded corners=2pt] (0, 0) rectangle (37, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorA] {\strut \textA}; \end{scope} -\begin{scope}[shift={(9, -34)}] +\begin{scope}[shift={(0, -34)}] \fill[color=labelBgColorB, rounded corners=2pt] (0, 0) rectangle (43, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorB] {\strut \textB}; \end{scope} -\begin{scope}[shift={(190, -34)}] +\begin{scope}[shift={(216, -34)}] \fill[color=labelBgColorC, rounded corners=2pt] (0, 0) rectangle (41, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorC] {\strut \textC}; \end{scope} -\begin{scope}[shift={(301, -34)}] +\begin{scope}[shift={(328, -34)}] \fill[color=labelBgColorD, rounded corners=2pt] (0, 0) rectangle (54, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorD] {\strut \textD}; \end{scope} -\begin{scope}[shift={(264, -34)}] +\begin{scope}[shift={(291, -34)}] \fill[color=labelBgColorE, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorE] {\strut \textE}; \end{scope} -\begin{scope}[shift={(234, -34)}] +\begin{scope}[shift={(260, -34)}] \fill[color=labelBgColorF, rounded corners=2pt] (0, 0) rectangle (27, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorF] {\strut \textF}; \end{scope} @@ -207,65 +218,71 @@ node[anchor=north] {13}; \fill[color=labelBgColorG, rounded corners=2pt] (0, 0) rectangle (34, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorG] {\strut \textG}; \end{scope} -\begin{scope}[shift={(55, -34)}] +\begin{scope}[shift={(46, -34)}] \fill[color=labelBgColorH, rounded corners=2pt] (0, 0) rectangle (32, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorH] {\strut \textH}; \end{scope} -\begin{scope}[shift={(358, -34)}] +\begin{scope}[shift={(384, -34)}] \fill[color=labelBgColorI, rounded corners=2pt] (0, 0) rectangle (53, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorI] {\strut \textI}; \end{scope} -\begin{scope}[shift={(414, -34)}] +\begin{scope}[shift={(440, -34)}] \fill[color=labelBgColorJ, rounded corners=2pt] (0, 0) rectangle (61, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorJ] {\strut \textJ}; \end{scope} -\begin{scope}[shift={(478, -34)}] +\begin{scope}[shift={(505, -34)}] \fill[color=labelBgColorK, rounded corners=2pt] (0, 0) rectangle (40, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorK] {\strut \textK}; \end{scope} -\begin{scope}[shift={(130, -34)}] +\begin{scope}[shift={(156, -34)}] \fill[color=labelBgColorL, rounded corners=2pt] (0, 0) rectangle (57, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorL] {\strut \textL}; \end{scope} -\begin{scope}[shift={(521, -34)}] +\begin{scope}[shift={(547, -34)}] \fill[color=labelBgColorM, rounded corners=2pt] (0, 0) rectangle (29, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorM] {\strut \textM}; \end{scope} +\begin{scope}[shift={(120, -34)}] +\fill[color=labelBgColorN, rounded corners=2pt] +(0, 0) rectangle (33, 14.62708) node[midway, yshift=-.75bp, anchor=center, text=labelTextColorN] {\strut \textN}; +\end{scope} \end{scope} % dots \begin{scope} \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorA] at (164.285714, 0) {}; +fill=dotColorA] at (177.362637, 0) {}; +\draw node [circle, inner sep=0pt, minimum size=4bp, +fill=dotColorB] at (147.032967, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorB] at (133.571429, 0) {}; +fill=dotColorC] at (210.989011, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorC] at (202.142857, 0) {}; +fill=dotColorD] at (338.241758, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorD] at (325.000000, 0) {}; +fill=dotColorE] at (288.131868, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorE] at (280.714286, 0) {}; +fill=dotColorF] at (258.461538, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorF] at (250.714286, 0) {}; +fill=dotColorG] at (598.681319, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorG] at (598.571429, 0) {}; +fill=dotColorH] at (156.263736, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorH] at (144.285714, 0) {}; +fill=dotColorI] at (348.791209, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorI] at (337.857143, 0) {}; +fill=dotColorJ] at (381.098901, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorJ] at (370.714286, 0) {}; +fill=dotColorK] at (445.054945, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorK] at (441.428571, 0) {}; +fill=dotColorL] at (196.483516, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorL] at (186.428571, 0) {}; +fill=dotColorM] at (466.153846, 0) {}; \draw node [circle, inner sep=0pt, minimum size=4bp, -fill=dotColorM] at (464.285714, 0) {}; +fill=dotColorN] at (187.252747, 0) {}; \end{scope} % Critical difference -\def\posBest{133.5714285714285552} -\def\posCD{237.9030476482082577} +\def\posBest{147.0329670329670364} +\def\posCD{254.4028689117750730} \begin{scope} \draw (\posBest, 30) -- (\posBest, 20); \draw (\posBest, 25) --node[below] {CD} (\posCD, 25); diff --git a/analysis/output/summaries/summary_apple.json b/analysis/output/summaries/summary_apple.json index 0e908238..39fd7c8a 100644 --- a/analysis/output/summaries/summary_apple.json +++ b/analysis/output/summaries/summary_apple.json @@ -23813,6 +23813,20 @@ "status": "SKIP" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "ce6f534a7a0632dd.json", + "cplocations": [], + "scores": { + "f1": 0.59375, + "precision": 1.0, + "recall": 0.4222222222222223, + "cover": 0.4246265030345013 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -24749,6 +24763,20 @@ "scores": null, "status": "SKIP" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "6ce2dbdc33d50375.json", + "cplocations": [], + "scores": { + "f1": 0.59375, + "precision": 1.0, + "recall": 0.4222222222222223, + "cover": 0.4246265030345013 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_bank.json b/analysis/output/summaries/summary_bank.json index 0ce109d0..9306a22d 100644 --- a/analysis/output/summaries/summary_bank.json +++ b/analysis/output/summaries/summary_bank.json @@ -33089,6 +33089,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "6ced213582b692f2.json", + "cplocations": [], + "scores": { + "f1": 1.0, + "precision": 1.0, + "recall": 1.0, + "cover": 1.0 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -33976,6 +33990,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "bab9216b61d1d3c0.json", + "cplocations": [], + "scores": { + "f1": 1.0, + "precision": 1.0, + "recall": 1.0, + "cover": 1.0 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_bee_waggle_6.json b/analysis/output/summaries/summary_bee_waggle_6.json index 4c7eb372..b7093b87 100644 --- a/analysis/output/summaries/summary_bee_waggle_6.json +++ b/analysis/output/summaries/summary_bee_waggle_6.json @@ -22022,6 +22022,20 @@ "status": "SKIP" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "6fec83c31881a45d.json", + "cplocations": [], + "scores": { + "f1": 0.9285714285714287, + "precision": 1.0, + "recall": 0.8666666666666668, + "cover": 0.8911284212456287 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -22944,6 +22958,20 @@ "scores": null, "status": "SKIP" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "ae18dda4acb23ea7.json", + "cplocations": [], + "scores": { + "f1": 0.9285714285714287, + "precision": 1.0, + "recall": 0.8666666666666668, + "cover": 0.8911284212456287 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_bitcoin.json b/analysis/output/summaries/summary_bitcoin.json index 66ccd282..491346cd 100644 --- a/analysis/output/summaries/summary_bitcoin.json +++ b/analysis/output/summaries/summary_bitcoin.json @@ -33042,6 +33042,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "c0865595ee43be76.json", + "cplocations": [], + "scores": { + "f1": 0.44961240310077516, + "precision": 1.0, + "recall": 0.29, + "cover": 0.5162283249537621 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -33887,6 +33901,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "90ab4f9319badc7a.json", + "cplocations": [], + "scores": { + "f1": 0.44961240310077516, + "precision": 1.0, + "recall": 0.29, + "cover": 0.5162283249537621 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_brent_spot.json b/analysis/output/summaries/summary_brent_spot.json index dd376ede..4a95e2f8 100644 --- a/analysis/output/summaries/summary_brent_spot.json +++ b/analysis/output/summaries/summary_brent_spot.json @@ -29463,6 +29463,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "237554a8f4105f72.json", + "cplocations": [], + "scores": { + "f1": 0.3146067415730337, + "precision": 1.0, + "recall": 0.18666666666666665, + "cover": 0.2658176 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -30418,6 +30432,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "5d01091d87a3b8ac.json", + "cplocations": [], + "scores": { + "f1": 0.3146067415730337, + "precision": 1.0, + "recall": 0.18666666666666665, + "cover": 0.2658176 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_businv.json b/analysis/output/summaries/summary_businv.json index 209a4b97..7d6995db 100644 --- a/analysis/output/summaries/summary_businv.json +++ b/analysis/output/summaries/summary_businv.json @@ -25289,6 +25289,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "b050aa854c02ddf8.json", + "cplocations": [], + "scores": { + "f1": 0.5882352941176471, + "precision": 1.0, + "recall": 0.41666666666666663, + "cover": 0.46094765840220386 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -26051,6 +26065,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c163ad00c89ac0ec.json", + "cplocations": [], + "scores": { + "f1": 0.5882352941176471, + "precision": 1.0, + "recall": 0.41666666666666663, + "cover": 0.46094765840220386 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_centralia.json b/analysis/output/summaries/summary_centralia.json index e251e8b7..86479388 100644 --- a/analysis/output/summaries/summary_centralia.json +++ b/analysis/output/summaries/summary_centralia.json @@ -18062,6 +18062,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "c26d7c839dc5f014.json", + "cplocations": [], + "scores": { + "f1": 0.7628865979381444, + "precision": 1.0, + "recall": 0.6166666666666667, + "cover": 0.6746666666666667 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -18401,6 +18415,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "4e7c4a1b5fa60701.json", + "cplocations": [], + "scores": { + "f1": 0.7628865979381444, + "precision": 1.0, + "recall": 0.6166666666666667, + "cover": 0.6746666666666667 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_children_per_woman.json b/analysis/output/summaries/summary_children_per_woman.json index d004177b..1a959186 100644 --- a/analysis/output/summaries/summary_children_per_woman.json +++ b/analysis/output/summaries/summary_children_per_woman.json @@ -24619,6 +24619,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "b01931b169efd7fa.json", + "cplocations": [], + "scores": { + "f1": 0.5074626865671642, + "precision": 1.0, + "recall": 0.33999999999999997, + "cover": 0.42910563901060694 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -25287,6 +25301,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "e9c0c8261ccde41f.json", + "cplocations": [], + "scores": { + "f1": 0.5074626865671642, + "precision": 1.0, + "recall": 0.33999999999999997, + "cover": 0.42910563901060694 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_co2_canada.json b/analysis/output/summaries/summary_co2_canada.json index 404412dd..7a18670e 100644 --- a/analysis/output/summaries/summary_co2_canada.json +++ b/analysis/output/summaries/summary_co2_canada.json @@ -22581,6 +22581,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "d57ff9413edb0165.json", + "cplocations": [], + "scores": { + "f1": 0.36097560975609755, + "precision": 1.0, + "recall": 0.22023809523809526, + "cover": 0.2775684153596538 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -23125,6 +23139,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c8d83a6d49406468.json", + "cplocations": [], + "scores": { + "f1": 0.36097560975609755, + "precision": 1.0, + "recall": 0.22023809523809526, + "cover": 0.2775684153596538 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_construction.json b/analysis/output/summaries/summary_construction.json index e73beca1..e8b0d4ce 100644 --- a/analysis/output/summaries/summary_construction.json +++ b/analysis/output/summaries/summary_construction.json @@ -25546,6 +25546,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "dce3e6833ad7cfa4.json", + "cplocations": [], + "scores": { + "f1": 0.6956521739130436, + "precision": 1.0, + "recall": 0.5333333333333333, + "cover": 0.5746032369964917 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -26279,6 +26293,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "b2d887a0aaba95c3.json", + "cplocations": [], + "scores": { + "f1": 0.6956521739130436, + "precision": 1.0, + "recall": 0.5333333333333333, + "cover": 0.5746032369964917 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_debt_ireland.json b/analysis/output/summaries/summary_debt_ireland.json index 4bc41dd2..ac2bfddf 100644 --- a/analysis/output/summaries/summary_debt_ireland.json +++ b/analysis/output/summaries/summary_debt_ireland.json @@ -18474,6 +18474,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "0e8cd2bf8b411597.json", + "cplocations": [], + "scores": { + "f1": 0.4693877551020408, + "precision": 1.0, + "recall": 0.30666666666666664, + "cover": 0.32063492063492066 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -18836,6 +18850,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "dda1a666a95840de.json", + "cplocations": [], + "scores": { + "f1": 0.4693877551020408, + "precision": 1.0, + "recall": 0.30666666666666664, + "cover": 0.32063492063492066 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_gdp_argentina.json b/analysis/output/summaries/summary_gdp_argentina.json index 3235effb..780f6bf4 100644 --- a/analysis/output/summaries/summary_gdp_argentina.json +++ b/analysis/output/summaries/summary_gdp_argentina.json @@ -19756,6 +19756,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "9c267583548d4e8c.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.737087043952887 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -20201,6 +20215,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "942c08678a8ee623.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.737087043952887 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_gdp_croatia.json b/analysis/output/summaries/summary_gdp_croatia.json index bc3b9029..6075f08b 100644 --- a/analysis/output/summaries/summary_gdp_croatia.json +++ b/analysis/output/summaries/summary_gdp_croatia.json @@ -18470,6 +18470,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "cdccdfce435f67cb.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.7083333333333333 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -18838,6 +18852,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "ae913a031228cac0.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.7083333333333333 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_gdp_iran.json b/analysis/output/summaries/summary_gdp_iran.json index 6bb3c0b9..b22ef0a9 100644 --- a/analysis/output/summaries/summary_gdp_iran.json +++ b/analysis/output/summaries/summary_gdp_iran.json @@ -19815,6 +19815,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "1c67f51aa95a8ed9.json", + "cplocations": [], + "scores": { + "f1": 0.651685393258427, + "precision": 1.0, + "recall": 0.4833333333333334, + "cover": 0.582639714625446 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -20257,6 +20271,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "3669c850adae9772.json", + "cplocations": [], + "scores": { + "f1": 0.651685393258427, + "precision": 1.0, + "recall": 0.4833333333333334, + "cover": 0.582639714625446 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_gdp_japan.json b/analysis/output/summaries/summary_gdp_japan.json index 1dc65a27..22588aa0 100644 --- a/analysis/output/summaries/summary_gdp_japan.json +++ b/analysis/output/summaries/summary_gdp_japan.json @@ -19500,6 +19500,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "75ab17ac65c97d5f.json", + "cplocations": [], + "scores": { + "f1": 0.888888888888889, + "precision": 1.0, + "recall": 0.8, + "cover": 0.802140309155767 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -19946,6 +19960,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "e04e3d61a8501dcd.json", + "cplocations": [], + "scores": { + "f1": 0.888888888888889, + "precision": 1.0, + "recall": 0.8, + "cover": 0.802140309155767 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_global_co2.json b/analysis/output/summaries/summary_global_co2.json index e195f48d..dd95f525 100644 --- a/analysis/output/summaries/summary_global_co2.json +++ b/analysis/output/summaries/summary_global_co2.json @@ -20728,6 +20728,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "6143eae3881240bf.json", + "cplocations": [], + "scores": { + "f1": 0.8461538461538461, + "precision": 1.0, + "recall": 0.7333333333333334, + "cover": 0.7583210059171598 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -21191,6 +21205,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "0846f8898af44205.json", + "cplocations": [], + "scores": { + "f1": 0.8461538461538461, + "precision": 1.0, + "recall": 0.7333333333333334, + "cover": 0.7583210059171598 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_homeruns.json b/analysis/output/summaries/summary_homeruns.json index 8fd98bfa..fb111690 100644 --- a/analysis/output/summaries/summary_homeruns.json +++ b/analysis/output/summaries/summary_homeruns.json @@ -20591,6 +20591,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "38e6e203412a23bd.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -21071,6 +21085,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c3173221dd695067.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_iceland_tourism.json b/analysis/output/summaries/summary_iceland_tourism.json index f12b4cd2..00806b18 100644 --- a/analysis/output/summaries/summary_iceland_tourism.json +++ b/analysis/output/summaries/summary_iceland_tourism.json @@ -23248,6 +23248,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "1e51964dec0bf296.json", + "cplocations": [], + "scores": { + "f1": 0.9473684210526316, + "precision": 1.0, + "recall": 0.9, + "cover": 0.9460215651119921 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -23808,6 +23822,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "7fda305db851d3c9.json", + "cplocations": [], + "scores": { + "f1": 0.9473684210526316, + "precision": 1.0, + "recall": 0.9, + "cover": 0.9460215651119921 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_jfk_passengers.json b/analysis/output/summaries/summary_jfk_passengers.json index 327f8660..34426818 100644 --- a/analysis/output/summaries/summary_jfk_passengers.json +++ b/analysis/output/summaries/summary_jfk_passengers.json @@ -30114,6 +30114,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "647168ba9d1b3a7a.json", + "cplocations": [], + "scores": { + "f1": 0.723404255319149, + "precision": 1.0, + "recall": 0.5666666666666668, + "cover": 0.6298433048433048 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -30945,6 +30959,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "643a081d5d90fca0.json", + "cplocations": [], + "scores": { + "f1": 0.723404255319149, + "precision": 1.0, + "recall": 0.5666666666666668, + "cover": 0.6298433048433048 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_lga_passengers.json b/analysis/output/summaries/summary_lga_passengers.json index e93ff28b..fcc08bbe 100644 --- a/analysis/output/summaries/summary_lga_passengers.json +++ b/analysis/output/summaries/summary_lga_passengers.json @@ -31407,6 +31407,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "6c9f401a5db7b34c.json", + "cplocations": [], + "scores": { + "f1": 0.5347985347985348, + "precision": 1.0, + "recall": 0.365, + "cover": 0.3830283439257799 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -32264,6 +32278,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "0ea6f5f3a42cd324.json", + "cplocations": [], + "scores": { + "f1": 0.5347985347985348, + "precision": 1.0, + "recall": 0.365, + "cover": 0.3830283439257799 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_measles.json b/analysis/output/summaries/summary_measles.json index 52e3b3e5..8523ab51 100644 --- a/analysis/output/summaries/summary_measles.json +++ b/analysis/output/summaries/summary_measles.json @@ -43187,6 +43187,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "ec36d8a062f8c4ba.json", + "cplocations": [], + "scores": { + "f1": 0.9473684210526316, + "precision": 1.0, + "recall": 0.9, + "cover": 0.9511852891971232 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -44752,6 +44766,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "67900a1417e88b7b.json", + "cplocations": [], + "scores": { + "f1": 0.9473684210526316, + "precision": 1.0, + "recall": 0.9, + "cover": 0.9511852891971232 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_nile.json b/analysis/output/summaries/summary_nile.json index 3aeacdc7..e3d6d716 100644 --- a/analysis/output/summaries/summary_nile.json +++ b/analysis/output/summaries/summary_nile.json @@ -20995,6 +20995,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "4c2e5f7d21349668.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.75808 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -21415,6 +21429,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c36f08fff4371713.json", + "cplocations": [], + "scores": { + "f1": 0.8235294117647058, + "precision": 1.0, + "recall": 0.7000000000000001, + "cover": 0.75808 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_occupancy.json b/analysis/output/summaries/summary_occupancy.json index deb1d549..8f1947a6 100644 --- a/analysis/output/summaries/summary_occupancy.json +++ b/analysis/output/summaries/summary_occupancy.json @@ -19937,6 +19937,20 @@ "status": "SKIP" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "13f9ca7c7710f01d.json", + "cplocations": [], + "scores": { + "f1": 0.34077855775366944, + "precision": 1.0, + "recall": 0.2053846153846154, + "cover": 0.23562129218275363 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -20650,6 +20664,20 @@ "scores": null, "status": "SKIP" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "fd5ef2be5f76f2f6.json", + "cplocations": [], + "scores": { + "f1": 0.34077855775366944, + "precision": 1.0, + "recall": 0.2053846153846154, + "cover": 0.23562129218275363 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_ozone.json b/analysis/output/summaries/summary_ozone.json index 597bea50..f2f7906e 100644 --- a/analysis/output/summaries/summary_ozone.json +++ b/analysis/output/summaries/summary_ozone.json @@ -19615,6 +19615,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "b9145365eb4deeb1.json", + "cplocations": [], + "scores": { + "f1": 0.723404255319149, + "precision": 1.0, + "recall": 0.5666666666666668, + "cover": 0.5736625514403293 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -20053,6 +20067,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c5bdb09bfb209a0d.json", + "cplocations": [], + "scores": { + "f1": 0.723404255319149, + "precision": 1.0, + "recall": 0.5666666666666668, + "cover": 0.5736625514403293 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_quality_control_1.json b/analysis/output/summaries/summary_quality_control_1.json index f55f6850..018da228 100644 --- a/analysis/output/summaries/summary_quality_control_1.json +++ b/analysis/output/summaries/summary_quality_control_1.json @@ -25787,6 +25787,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "88058d69d944134c.json", + "cplocations": [], + "scores": { + "f1": 0.6666666666666666, + "precision": 1.0, + "recall": 0.5, + "cover": 0.5031081260398699 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -26435,6 +26449,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "ad1e2564650ba6a6.json", + "cplocations": [], + "scores": { + "f1": 0.6666666666666666, + "precision": 1.0, + "recall": 0.5, + "cover": 0.5031081260398699 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_quality_control_2.json b/analysis/output/summaries/summary_quality_control_2.json index 79169a80..c25b2d07 100644 --- a/analysis/output/summaries/summary_quality_control_2.json +++ b/analysis/output/summaries/summary_quality_control_2.json @@ -26795,6 +26795,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "b1ba88286e87ddee.json", + "cplocations": [], + "scores": { + "f1": 0.7500000000000001, + "precision": 1.0, + "recall": 0.6000000000000001, + "cover": 0.6382524441558766 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -27403,6 +27417,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "3c56ba87f82c26ba.json", + "cplocations": [], + "scores": { + "f1": 0.7500000000000001, + "precision": 1.0, + "recall": 0.6000000000000001, + "cover": 0.6382524441558766 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_quality_control_3.json b/analysis/output/summaries/summary_quality_control_3.json index 712a407b..4180b26d 100644 --- a/analysis/output/summaries/summary_quality_control_3.json +++ b/analysis/output/summaries/summary_quality_control_3.json @@ -29232,6 +29232,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "0ccc5814f66b5b0e.json", + "cplocations": [], + "scores": { + "f1": 0.6666666666666666, + "precision": 1.0, + "recall": 0.5, + "cover": 0.5002717310161545 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -29934,6 +29948,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "446fc7d3f9ce48dd.json", + "cplocations": [], + "scores": { + "f1": 0.6666666666666666, + "precision": 1.0, + "recall": 0.5, + "cover": 0.5002717310161545 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_quality_control_4.json b/analysis/output/summaries/summary_quality_control_4.json index 74c991f4..23e1e9de 100644 --- a/analysis/output/summaries/summary_quality_control_4.json +++ b/analysis/output/summaries/summary_quality_control_4.json @@ -31729,6 +31729,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "73c6ad3e60426d1a.json", + "cplocations": [], + "scores": { + "f1": 0.7804878048780489, + "precision": 1.0, + "recall": 0.6400000000000001, + "cover": 0.6727407999999999 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -32682,6 +32696,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "93791ab964b94e97.json", + "cplocations": [], + "scores": { + "f1": 0.7804878048780489, + "precision": 1.0, + "recall": 0.6400000000000001, + "cover": 0.6727407999999999 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_quality_control_5.json b/analysis/output/summaries/summary_quality_control_5.json index cf5809ab..41e64dd8 100644 --- a/analysis/output/summaries/summary_quality_control_5.json +++ b/analysis/output/summaries/summary_quality_control_5.json @@ -28142,6 +28142,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "1b2be408e3820f00.json", + "cplocations": [], + "scores": { + "f1": 1.0, + "precision": 1.0, + "recall": 1.0, + "cover": 1.0 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -28770,6 +28784,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "2a0cd56c33392d62.json", + "cplocations": [], + "scores": { + "f1": 1.0, + "precision": 1.0, + "recall": 1.0, + "cover": 1.0 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_rail_lines.json b/analysis/output/summaries/summary_rail_lines.json index 4e822bfb..5f958069 100644 --- a/analysis/output/summaries/summary_rail_lines.json +++ b/analysis/output/summaries/summary_rail_lines.json @@ -19101,6 +19101,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "ac5681ff4f11ef64.json", + "cplocations": [], + "scores": { + "f1": 0.5365853658536586, + "precision": 1.0, + "recall": 0.3666666666666667, + "cover": 0.4281957633308984 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -19501,6 +19515,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "27a7aaa059199830.json", + "cplocations": [], + "scores": { + "f1": 0.5365853658536586, + "precision": 1.0, + "recall": 0.3666666666666667, + "cover": 0.4281957633308984 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_ratner_stock.json b/analysis/output/summaries/summary_ratner_stock.json index c543fc7a..118c8d90 100644 --- a/analysis/output/summaries/summary_ratner_stock.json +++ b/analysis/output/summaries/summary_ratner_stock.json @@ -30217,6 +30217,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "6422bd94f8b36cb1.json", + "cplocations": [], + "scores": { + "f1": 0.5714285714285714, + "precision": 1.0, + "recall": 0.39999999999999997, + "cover": 0.4503255555555555 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -31152,6 +31166,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "7e0ea5a163d19240.json", + "cplocations": [], + "scores": { + "f1": 0.5714285714285714, + "precision": 1.0, + "recall": 0.39999999999999997, + "cover": 0.4503255555555555 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_robocalls.json b/analysis/output/summaries/summary_robocalls.json index 0d51ac4d..460ba57d 100644 --- a/analysis/output/summaries/summary_robocalls.json +++ b/analysis/output/summaries/summary_robocalls.json @@ -19439,6 +19439,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "c7cb6dcdbad41a10.json", + "cplocations": [], + "scores": { + "f1": 0.6363636363636364, + "precision": 1.0, + "recall": 0.4666666666666666, + "cover": 0.6005917159763314 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -19868,6 +19882,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "c7493c578def8427.json", + "cplocations": [], + "scores": { + "f1": 0.6363636363636364, + "precision": 1.0, + "recall": 0.4666666666666666, + "cover": 0.6005917159763314 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_run_log.json b/analysis/output/summaries/summary_run_log.json index ceebf1e1..22a46c08 100644 --- a/analysis/output/summaries/summary_run_log.json +++ b/analysis/output/summaries/summary_run_log.json @@ -18527,6 +18527,20 @@ "status": "SKIP" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "9b2017c452d09bd6.json", + "cplocations": [], + "scores": { + "f1": 0.4455958549222798, + "precision": 1.0, + "recall": 0.2866666666666667, + "cover": 0.3035168628338615 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -18960,6 +18974,20 @@ "scores": null, "status": "SKIP" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "71eb5d4f00fb9d07.json", + "cplocations": [], + "scores": { + "f1": 0.4455958549222798, + "precision": 1.0, + "recall": 0.2866666666666667, + "cover": 0.3035168628338615 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_scanline_126007.json b/analysis/output/summaries/summary_scanline_126007.json index fdd25c11..4a8222c6 100644 --- a/analysis/output/summaries/summary_scanline_126007.json +++ b/analysis/output/summaries/summary_scanline_126007.json @@ -31438,6 +31438,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "12e4c7f7bb196604.json", + "cplocations": [], + "scores": { + "f1": 0.6444007858546169, + "precision": 1.0, + "recall": 0.4753623188405797, + "cover": 0.5027199917012807 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -32340,6 +32354,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "415eaf5cad128a20.json", + "cplocations": [], + "scores": { + "f1": 0.6444007858546169, + "precision": 1.0, + "recall": 0.4753623188405797, + "cover": 0.5027199917012807 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_scanline_42049.json b/analysis/output/summaries/summary_scanline_42049.json index 06f5f5be..679ff9f0 100644 --- a/analysis/output/summaries/summary_scanline_42049.json +++ b/analysis/output/summaries/summary_scanline_42049.json @@ -27223,6 +27223,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "1f3ba39f0b346fdf.json", + "cplocations": [], + "scores": { + "f1": 0.2756368386675375, + "precision": 1.0, + "recall": 0.15984848484848485, + "cover": 0.2112845293718475 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -27939,6 +27953,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "64ceb8922e271741.json", + "cplocations": [], + "scores": { + "f1": 0.2756368386675375, + "precision": 1.0, + "recall": 0.15984848484848485, + "cover": 0.2112845293718475 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_seatbelts.json b/analysis/output/summaries/summary_seatbelts.json index 86c8fc72..bdea37e9 100644 --- a/analysis/output/summaries/summary_seatbelts.json +++ b/analysis/output/summaries/summary_seatbelts.json @@ -23550,6 +23550,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "a4ac4c2be85ba774.json", + "cplocations": [], + "scores": { + "f1": 0.6206896551724138, + "precision": 1.0, + "recall": 0.45, + "cover": 0.5283637152777778 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -24092,6 +24106,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "b72a7e2c14b26b42.json", + "cplocations": [], + "scores": { + "f1": 0.6206896551724138, + "precision": 1.0, + "recall": 0.45, + "cover": 0.5283637152777778 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_shanghai_license.json b/analysis/output/summaries/summary_shanghai_license.json index 68020749..7363b7b4 100644 --- a/analysis/output/summaries/summary_shanghai_license.json +++ b/analysis/output/summaries/summary_shanghai_license.json @@ -22650,6 +22650,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "a981cbc11933777f.json", + "cplocations": [], + "scores": { + "f1": 0.6363636363636364, + "precision": 1.0, + "recall": 0.46666666666666673, + "cover": 0.5470886377156454 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -23257,6 +23271,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "45dd0e79de81cef4.json", + "cplocations": [], + "scores": { + "f1": 0.6363636363636364, + "precision": 1.0, + "recall": 0.46666666666666673, + "cover": 0.5470886377156454 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_uk_coal_employ.json b/analysis/output/summaries/summary_uk_coal_employ.json index 84ea6e7c..73e0c0bc 100644 --- a/analysis/output/summaries/summary_uk_coal_employ.json +++ b/analysis/output/summaries/summary_uk_coal_employ.json @@ -15656,6 +15656,20 @@ "status": "FAIL" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "4e91d6b3071f054c.json", + "cplocations": [], + "scores": { + "f1": 0.5132743362831859, + "precision": 1.0, + "recall": 0.3452380952380953, + "cover": 0.35648072562358274 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -15919,6 +15933,20 @@ "scores": null, "status": "FAIL" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "e9ebb0cf65198a30.json", + "cplocations": [], + "scores": { + "f1": 0.5132743362831859, + "precision": 1.0, + "recall": 0.3452380952380953, + "cover": 0.35648072562358274 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_unemployment_nl.json b/analysis/output/summaries/summary_unemployment_nl.json index 110ca11b..f6dcf2cd 100644 --- a/analysis/output/summaries/summary_unemployment_nl.json +++ b/analysis/output/summaries/summary_unemployment_nl.json @@ -24057,6 +24057,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "da2469d263e74efd.json", + "cplocations": [], + "scores": { + "f1": 0.5663082437275986, + "precision": 1.0, + "recall": 0.395, + "cover": 0.5065595248493318 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -24658,6 +24672,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "51f8c27fb4e4571b.json", + "cplocations": [], + "scores": { + "f1": 0.5663082437275986, + "precision": 1.0, + "recall": 0.395, + "cover": 0.5065595248493318 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_us_population.json b/analysis/output/summaries/summary_us_population.json index 3e75c507..0f02faf7 100644 --- a/analysis/output/summaries/summary_us_population.json +++ b/analysis/output/summaries/summary_us_population.json @@ -36736,6 +36736,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "b6e3bfcff6bc8afa.json", + "cplocations": [], + "scores": { + "f1": 0.888888888888889, + "precision": 1.0, + "recall": 0.8, + "cover": 0.8033761053440983 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -37983,6 +37997,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "7fbf68e5fa090e10.json", + "cplocations": [], + "scores": { + "f1": 0.888888888888889, + "precision": 1.0, + "recall": 0.8, + "cover": 0.8033761053440983 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_usd_isk.json b/analysis/output/summaries/summary_usd_isk.json index c27780a1..a7155018 100644 --- a/analysis/output/summaries/summary_usd_isk.json +++ b/analysis/output/summaries/summary_usd_isk.json @@ -23770,6 +23770,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "4297e7583cae38de.json", + "cplocations": [], + "scores": { + "f1": 0.48866498740554154, + "precision": 1.0, + "recall": 0.3233333333333333, + "cover": 0.43629300594994175 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -24414,6 +24428,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "9ae253416c054321.json", + "cplocations": [], + "scores": { + "f1": 0.48866498740554154, + "precision": 1.0, + "recall": 0.3233333333333333, + "cover": 0.43629300594994175 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/summaries/summary_well_log.json b/analysis/output/summaries/summary_well_log.json index 1fa1dbf9..02ef1a9a 100644 --- a/analysis/output/summaries/summary_well_log.json +++ b/analysis/output/summaries/summary_well_log.json @@ -35762,6 +35762,20 @@ "status": "SUCCESS" } ], + "best_zero": [ + { + "parameters": {}, + "task_file": "cda94e12b9e49d1e.json", + "cplocations": [], + "scores": { + "f1": 0.23702252693437809, + "precision": 1.0, + "recall": 0.13444444444444445, + "cover": 0.22457547325102878 + }, + "status": "SUCCESS" + } + ], "default_amoc": [ { "parameters": { @@ -36861,6 +36875,20 @@ }, "status": "SUCCESS" } + ], + "default_zero": [ + { + "parameters": {}, + "task_file": "7440f3494b9cbddd.json", + "cplocations": [], + "scores": { + "f1": 0.23702252693437809, + "precision": 1.0, + "recall": 0.13444444444444445, + "cover": 0.22457547325102878 + }, + "status": "SUCCESS" + } ] } }
\ No newline at end of file diff --git a/analysis/output/tables/aggregate_table_wide.tex b/analysis/output/tables/aggregate_table_wide.tex index 37272f81..43aff1de 100644 --- a/analysis/output/tables/aggregate_table_wide.tex +++ b/analysis/output/tables/aggregate_table_wide.tex @@ -6,7 +6,7 @@ \textsc{amoc} & 0.702 & 0.664 & 0.746 & 0.783 & & & & \\ \textsc{binseg} & \textbf{0.706} & \textbf{0.680} & 0.780 & 0.803 & & & & \\ \textsc{bocpd} & 0.636 & 0.611 & \textbf{0.789} & \textbf{0.831} & 0.455 & 0.188 & \textbf{0.801} & \textbf{0.718} \\ -\textsc{bocpdms} & 0.633 & 0.476 & 0.744 & 0.569 & \textbf{0.486} & \textbf{0.286} & 0.623 & 0.386 \\ +\textsc{bocpdms} & 0.633 & 0.476 & 0.744 & 0.569 & \textbf{0.486} & 0.286 & 0.623 & 0.386 \\ \textsc{cpnp} & 0.535 & 0.534 & 0.552 & 0.567 & & & & \\ \textsc{ecp} & 0.523 & 0.551 & 0.720 & 0.706 & 0.402 & 0.238 & 0.590 & 0.388 \\ \textsc{kcpa} & 0.062 & 0.057 & 0.626 & 0.589 & 0.047 & 0.009 & 0.626 & 0.456 \\ @@ -16,5 +16,6 @@ \textsc{rfpop} & 0.392 & 0.372 & 0.414 & 0.392 & & & & \\ \textsc{segneigh} & 0.676 & 0.626 & 0.784 & 0.806 & & & & \\ \textsc{wbs} & 0.330 & 0.300 & 0.428 & 0.390 & & & & \\ +\textsc{zero} & 0.583 & 0.669 & 0.579 & 0.662 & 0.464 & \textbf{0.577} & 0.464 & 0.577 \\ \cmidrule(r){1-1}\cmidrule(lr){2-5}\cmidrule(l){6-9} \end{tabular} diff --git a/analysis/output/tables/best_cover_combined_full.tex b/analysis/output/tables/best_cover_combined_full.tex index 4d021db3..5bfca2e1 100644 --- a/analysis/output/tables/best_cover_combined_full.tex +++ b/analysis/output/tables/best_cover_combined_full.tex @@ -1,48 +1,48 @@ -\begin{tabular}{lccccccccccccc} -Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs}\\ +\begin{tabular}{lcccccccccccccc} +Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs} & \textsc{zero}\\ \hline -\verb+bank+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.997 & 0.103 & 0.238 & 0.509 & 0.509 & \textbf{1.000} & T & 0.036 & \textbf{1.000} & 0.053\\ -\verb+bitcoin+ & 0.771 & 0.771 & \textbf{0.822} & 0.773 & 0.364 & 0.772 & 0.778 & 0.794 & 0.723 & T & 0.168 & 0.771 & 0.409\\ -\verb+brent_spot+ & 0.503 & 0.650 & \textbf{0.667} & 0.265 & 0.437 & 0.653 & 0.571 & 0.659 & 0.527 & T & 0.235 & 0.659 & 0.310\\ -\verb+businv+ & 0.574 & 0.562 & \textbf{0.693} & 0.459 & 0.402 & 0.690 & 0.405 & 0.647 & 0.539 & 0.459 & 0.123 & 0.647 & 0.154\\ -\verb+centralia+ & 0.675 & 0.675 & \textbf{0.753} & 0.650 & 0.675 & \textbf{0.753} & 0.675 & 0.675 & 0.675 & 0.624 & 0.568 & 0.675 & 0.253\\ -\verb+children_per_woman+ & \textbf{0.804} & 0.798 & 0.801 & 0.427 & 0.486 & 0.718 & 0.613 & 0.798 & 0.521 & 0.715 & 0.154 & 0.798 & 0.284\\ -\verb+co2_canada+ & 0.527 & 0.747 & \textbf{0.773} & 0.584 & 0.528 & 0.751 & 0.739 & 0.705 & 0.605 & 0.617 & 0.497 & 0.752 & 0.552\\ -\verb+construction+ & \textbf{0.629} & 0.575 & 0.585 & 0.571 & 0.375 & 0.524 & 0.395 & 0.423 & 0.561 & 0.575 & 0.154 & 0.575 & 0.300\\ -\verb+debt_ireland+ & 0.635 & 0.717 & 0.688 & 0.729 & 0.777 & \textbf{0.798} & 0.747 & 0.777 & 0.321 & 0.396 & 0.489 & 0.777 & 0.248\\ -\verb+gdp_argentina+ & \textbf{0.737} & \textbf{0.737} & \textbf{0.737} & 0.711 & 0.461 & \textbf{0.737} & 0.367 & 0.667 & 0.592 & 0.711 & 0.346 & \textbf{0.737} & 0.326\\ -\verb+gdp_croatia+ & \textbf{0.708} & \textbf{0.708} & \textbf{0.708} & 0.675 & \textbf{0.708} & \textbf{0.708} & 0.623 & \textbf{0.708} & \textbf{0.708} & \textbf{0.708} & 0.353 & \textbf{0.708} & 0.108\\ -\verb+gdp_iran+ & 0.583 & 0.583 & 0.583 & 0.611 & 0.448 & 0.583 & 0.505 & 0.505 & 0.583 & \textbf{0.692} & 0.248 & 0.583 & 0.295\\ -\verb+gdp_japan+ & \textbf{0.802} & \textbf{0.802} & \textbf{0.802} & 0.777 & 0.522 & \textbf{0.802} & 0.525 & \textbf{0.802} & \textbf{0.802} & \textbf{0.802} & 0.283 & \textbf{0.802} & 0.283\\ -\verb+global_co2+ & \textbf{0.758} & \textbf{0.758} & \textbf{0.758} & 0.745 & 0.381 & 0.665 & 0.602 & 0.743 & 0.284 & 0.745 & 0.368 & \textbf{0.758} & 0.338\\ -\verb+homeruns+ & \textbf{0.694} & 0.683 & \textbf{0.694} & 0.681 & 0.537 & \textbf{0.694} & 0.501 & 0.683 & 0.575 & 0.506 & 0.392 & 0.683 & 0.407\\ -\verb+iceland_tourism+ & \textbf{0.946} & \textbf{0.946} & \textbf{0.946} & 0.936 & 0.393 & 0.842 & 0.655 & 0.830 & 0.498 & 0.936 & 0.293 & \textbf{0.946} & 0.512\\ -\verb+jfk_passengers+ & 0.844 & 0.839 & 0.837 & \textbf{0.855} & 0.583 & 0.807 & 0.563 & 0.839 & 0.373 & T & 0.393 & 0.839 & 0.514\\ -\verb+lga_passengers+ & 0.434 & 0.541 & 0.547 & 0.475 & 0.478 & \textbf{0.653} & 0.536 & 0.534 & 0.446 & T & 0.426 & 0.543 & 0.501\\ -\verb+measles+ & \textbf{0.951} & \textbf{0.951} & \textbf{0.951} & 0.950 & 0.098 & 0.105 & 0.400 & 0.232 & 0.616 & F/T & 0.046 & \textbf{0.951} & 0.084\\ -\verb+nile+ & \textbf{0.888} & 0.880 & \textbf{0.888} & 0.870 & 0.880 & \textbf{0.888} & 0.758 & 0.880 & 0.758 & 0.876 & 0.880 & 0.880 & 0.880\\ -\verb+ozone+ & 0.721 & 0.600 & 0.602 & 0.735 & 0.458 & 0.676 & 0.451 & 0.635 & 0.574 & \textbf{0.755} & 0.358 & 0.627 & 0.309\\ -\verb+quality_control_1+ & \textbf{0.996} & 0.992 & \textbf{0.996} & 0.990 & 0.721 & 0.989 & 0.620 & 0.992 & 0.693 & 0.780 & 0.706 & 0.992 & 0.687\\ -\verb+quality_control_2+ & 0.927 & 0.922 & \textbf{0.927} & 0.921 & 0.922 & 0.927 & \textbf{0.927} & 0.922 & 0.723 & 0.637 & 0.922 & 0.922 & 0.922\\ -\verb+quality_control_3+ & \textbf{0.997} & 0.996 & \textbf{0.997} & 0.987 & 0.831 & \textbf{0.997} & \textbf{0.997} & 0.996 & 0.500 & T & 0.978 & 0.996 & 0.996\\ -\verb+quality_control_4+ & \textbf{0.742} & 0.673 & 0.673 & 0.670 & 0.508 & 0.540 & 0.535 & 0.673 & 0.673 & T & 0.077 & 0.673 & 0.506\\ -\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+rail_lines+ & 0.786 & 0.786 & 0.768 & 0.769 & \textbf{0.786} & 0.768 & 0.773 & 0.786 & 0.534 & 0.769 & 0.482 & 0.786 & 0.103\\ -\verb+ratner_stock+ & 0.874 & 0.914 & 0.906 & 0.872 & 0.382 & 0.874 & 0.771 & \textbf{0.914} & 0.444 & T & 0.162 & \textbf{0.914} & 0.182\\ -\verb+robocalls+ & 0.666 & 0.788 & \textbf{0.808} & 0.741 & 0.677 & \textbf{0.808} & \textbf{0.808} & 0.760 & 0.601 & 0.682 & 0.569 & 0.760 & 0.559\\ -\verb+scanline_126007+ & 0.634 & 0.633 & 0.631 & \textbf{0.677} & 0.433 & 0.390 & 0.494 & 0.444 & 0.503 & T & 0.316 & 0.633 & 0.329\\ -\verb+scanline_42049+ & 0.425 & 0.861 & \textbf{0.892} & 0.875 & 0.577 & 0.862 & 0.860 & 0.862 & 0.441 & T & 0.257 & 0.862 & 0.690\\ -\verb+seatbelts+ & 0.683 & 0.797 & 0.800 & 0.630 & \textbf{0.809} & 0.800 & 0.702 & 0.797 & 0.635 & 0.533 & 0.660 & 0.797 & 0.727\\ -\verb+shanghai_license+ & \textbf{0.930} & 0.920 & 0.920 & 0.911 & 0.474 & 0.920 & 0.497 & 0.920 & 0.804 & 0.763 & 0.381 & 0.920 & 0.351\\ -\verb+uk_coal_employ+ & M & M & M & \textbf{0.504} & M & 0.356 & 0.356 & M & 0.481 & M & M & M & M\\ -\verb+unemployment_nl+ & 0.627 & 0.669 & \textbf{0.669} & 0.572 & 0.503 & 0.501 & 0.476 & 0.650 & 0.507 & F/T & 0.246 & 0.650 & 0.447\\ -\verb+us_population+ & \textbf{0.803} & \textbf{0.803} & 0.737 & 0.801 & 0.391 & 0.508 & 0.271 & 0.506 & 0.135 & T & \textbf{0.803} & \textbf{0.803} & 0.050\\ -\verb+usd_isk+ & 0.865 & 0.764 & 0.853 & \textbf{0.866} & 0.540 & 0.858 & 0.714 & 0.791 & 0.436 & 0.770 & 0.166 & 0.791 & 0.401\\ -\verb+well_log+ & 0.463 & 0.828 & 0.793 & 0.769 & 0.779 & \textbf{0.846} & 0.798 & 0.782 & 0.411 & T & 0.787 & 0.782 & 0.768\\ +\verb+bank+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.997 & 0.103 & 0.238 & 0.509 & 0.509 & \textbf{1.000} & T & 0.036 & \textbf{1.000} & 0.053 & \textbf{1.000}\\ +\verb+bitcoin+ & 0.771 & 0.771 & \textbf{0.822} & 0.773 & 0.364 & 0.772 & 0.778 & 0.794 & 0.723 & T & 0.168 & 0.771 & 0.409 & 0.516\\ +\verb+brent_spot+ & 0.503 & 0.650 & \textbf{0.667} & 0.265 & 0.437 & 0.653 & 0.571 & 0.659 & 0.527 & T & 0.235 & 0.659 & 0.310 & 0.266\\ +\verb+businv+ & 0.574 & 0.562 & \textbf{0.693} & 0.459 & 0.402 & 0.690 & 0.405 & 0.647 & 0.539 & 0.459 & 0.123 & 0.647 & 0.154 & 0.461\\ +\verb+centralia+ & 0.675 & 0.675 & \textbf{0.753} & 0.650 & 0.675 & \textbf{0.753} & 0.675 & 0.675 & 0.675 & 0.624 & 0.568 & 0.675 & 0.253 & 0.675\\ +\verb+children_per_woman+ & \textbf{0.804} & 0.798 & 0.801 & 0.427 & 0.486 & 0.718 & 0.613 & 0.798 & 0.521 & 0.715 & 0.154 & 0.798 & 0.284 & 0.429\\ +\verb+co2_canada+ & 0.527 & 0.747 & \textbf{0.773} & 0.584 & 0.528 & 0.751 & 0.739 & 0.705 & 0.605 & 0.617 & 0.497 & 0.752 & 0.552 & 0.278\\ +\verb+construction+ & \textbf{0.629} & 0.575 & 0.585 & 0.571 & 0.375 & 0.524 & 0.395 & 0.423 & 0.561 & 0.575 & 0.154 & 0.575 & 0.300 & 0.575\\ +\verb+debt_ireland+ & 0.635 & 0.717 & 0.688 & 0.729 & 0.777 & \textbf{0.798} & 0.747 & 0.777 & 0.321 & 0.396 & 0.489 & 0.777 & 0.248 & 0.321\\ +\verb+gdp_argentina+ & \textbf{0.737} & \textbf{0.737} & \textbf{0.737} & 0.711 & 0.461 & \textbf{0.737} & 0.367 & 0.667 & 0.592 & 0.711 & 0.346 & \textbf{0.737} & 0.326 & \textbf{0.737}\\ +\verb+gdp_croatia+ & \textbf{0.708} & \textbf{0.708} & \textbf{0.708} & 0.675 & \textbf{0.708} & \textbf{0.708} & 0.623 & \textbf{0.708} & \textbf{0.708} & \textbf{0.708} & 0.353 & \textbf{0.708} & 0.108 & \textbf{0.708}\\ +\verb+gdp_iran+ & 0.583 & 0.583 & 0.583 & 0.611 & 0.448 & 0.583 & 0.505 & 0.505 & 0.583 & \textbf{0.692} & 0.248 & 0.583 & 0.295 & 0.583\\ +\verb+gdp_japan+ & \textbf{0.802} & \textbf{0.802} & \textbf{0.802} & 0.777 & 0.522 & \textbf{0.802} & 0.525 & \textbf{0.802} & \textbf{0.802} & \textbf{0.802} & 0.283 & \textbf{0.802} & 0.283 & \textbf{0.802}\\ +\verb+global_co2+ & \textbf{0.758} & \textbf{0.758} & \textbf{0.758} & 0.745 & 0.381 & 0.665 & 0.602 & 0.743 & 0.284 & 0.745 & 0.368 & \textbf{0.758} & 0.338 & \textbf{0.758}\\ +\verb+homeruns+ & \textbf{0.694} & 0.683 & \textbf{0.694} & 0.681 & 0.537 & \textbf{0.694} & 0.501 & 0.683 & 0.575 & 0.506 & 0.392 & 0.683 & 0.407 & 0.511\\ +\verb+iceland_tourism+ & \textbf{0.946} & \textbf{0.946} & \textbf{0.946} & 0.936 & 0.393 & 0.842 & 0.655 & 0.830 & 0.498 & 0.936 & 0.293 & \textbf{0.946} & 0.512 & \textbf{0.946}\\ +\verb+jfk_passengers+ & 0.844 & 0.839 & 0.837 & \textbf{0.855} & 0.583 & 0.807 & 0.563 & 0.839 & 0.373 & T & 0.393 & 0.839 & 0.514 & 0.630\\ +\verb+lga_passengers+ & 0.434 & 0.541 & 0.547 & 0.475 & 0.478 & \textbf{0.653} & 0.536 & 0.534 & 0.446 & T & 0.426 & 0.543 & 0.501 & 0.383\\ +\verb+measles+ & \textbf{0.951} & \textbf{0.951} & \textbf{0.951} & 0.950 & 0.098 & 0.105 & 0.400 & 0.232 & 0.616 & F/T & 0.046 & \textbf{0.951} & 0.084 & \textbf{0.951}\\ +\verb+nile+ & \textbf{0.888} & 0.880 & \textbf{0.888} & 0.870 & 0.880 & \textbf{0.888} & 0.758 & 0.880 & 0.758 & 0.876 & 0.880 & 0.880 & 0.880 & 0.758\\ +\verb+ozone+ & 0.721 & 0.600 & 0.602 & 0.735 & 0.458 & 0.676 & 0.451 & 0.635 & 0.574 & \textbf{0.755} & 0.358 & 0.627 & 0.309 & 0.574\\ +\verb+quality_control_1+ & \textbf{0.996} & 0.992 & \textbf{0.996} & 0.990 & 0.721 & 0.989 & 0.620 & 0.992 & 0.693 & 0.780 & 0.706 & 0.992 & 0.687 & 0.503\\ +\verb+quality_control_2+ & 0.927 & 0.922 & \textbf{0.927} & 0.921 & 0.922 & 0.927 & \textbf{0.927} & 0.922 & 0.723 & 0.637 & 0.922 & 0.922 & 0.922 & 0.638\\ +\verb+quality_control_3+ & \textbf{0.997} & 0.996 & \textbf{0.997} & 0.987 & 0.831 & \textbf{0.997} & \textbf{0.997} & 0.996 & 0.500 & T & 0.978 & 0.996 & 0.996 & 0.500\\ +\verb+quality_control_4+ & \textbf{0.742} & 0.673 & 0.673 & 0.670 & 0.508 & 0.540 & 0.535 & 0.673 & 0.673 & T & 0.077 & 0.673 & 0.506 & 0.673\\ +\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ +\verb+rail_lines+ & 0.786 & 0.786 & 0.768 & 0.769 & \textbf{0.786} & 0.768 & 0.773 & 0.786 & 0.534 & 0.769 & 0.482 & 0.786 & 0.103 & 0.428\\ +\verb+ratner_stock+ & 0.874 & 0.914 & 0.906 & 0.872 & 0.382 & 0.874 & 0.771 & \textbf{0.914} & 0.444 & T & 0.162 & \textbf{0.914} & 0.182 & 0.450\\ +\verb+robocalls+ & 0.666 & 0.788 & \textbf{0.808} & 0.741 & 0.677 & \textbf{0.808} & \textbf{0.808} & 0.760 & 0.601 & 0.682 & 0.569 & 0.760 & 0.559 & 0.601\\ +\verb+scanline_126007+ & 0.634 & 0.633 & 0.631 & \textbf{0.677} & 0.433 & 0.390 & 0.494 & 0.444 & 0.503 & T & 0.316 & 0.633 & 0.329 & 0.503\\ +\verb+scanline_42049+ & 0.425 & 0.861 & \textbf{0.892} & 0.875 & 0.577 & 0.862 & 0.860 & 0.862 & 0.441 & T & 0.257 & 0.862 & 0.690 & 0.211\\ +\verb+seatbelts+ & 0.683 & 0.797 & 0.800 & 0.630 & \textbf{0.809} & 0.800 & 0.702 & 0.797 & 0.635 & 0.533 & 0.660 & 0.797 & 0.727 & 0.528\\ +\verb+shanghai_license+ & \textbf{0.930} & 0.920 & 0.920 & 0.911 & 0.474 & 0.920 & 0.497 & 0.920 & 0.804 & 0.763 & 0.381 & 0.920 & 0.351 & 0.547\\ +\verb+uk_coal_employ+ & M & M & M & \textbf{0.504} & M & 0.356 & 0.356 & M & 0.481 & M & M & M & M & 0.356\\ +\verb+unemployment_nl+ & 0.627 & 0.669 & \textbf{0.669} & 0.572 & 0.503 & 0.501 & 0.476 & 0.650 & 0.507 & F/T & 0.246 & 0.650 & 0.447 & 0.507\\ +\verb+us_population+ & \textbf{0.803} & \textbf{0.803} & 0.737 & 0.801 & 0.391 & 0.508 & 0.271 & 0.506 & 0.135 & T & \textbf{0.803} & \textbf{0.803} & 0.050 & \textbf{0.803}\\ +\verb+usd_isk+ & 0.865 & 0.764 & 0.853 & \textbf{0.866} & 0.540 & 0.858 & 0.714 & 0.791 & 0.436 & 0.770 & 0.166 & 0.791 & 0.401 & 0.436\\ +\verb+well_log+ & 0.463 & 0.828 & 0.793 & 0.769 & 0.779 & \textbf{0.846} & 0.798 & 0.782 & 0.411 & T & 0.787 & 0.782 & 0.768 & 0.225\\ \hline -\verb+apple+ & & & \textbf{0.846} & 0.720 & & 0.758 & 0.462 & & & F/T & & & \\ -\verb+bee_waggle_6+ & & & \textbf{0.891} & 0.889 & & 0.116 & 0.730 & & & 0.205 & & & \\ -\verb+occupancy+ & & & 0.645 & 0.556 & & \textbf{0.666} & 0.581 & & & F/T & & & \\ -\verb+run_log+ & & & \textbf{0.824} & 0.327 & & 0.819 & 0.729 & & & 0.329 & & & \\ +\verb+apple+ & & & \textbf{0.846} & 0.720 & & 0.758 & 0.462 & & & F/T & & & & 0.425\\ +\verb+bee_waggle_6+ & & & \textbf{0.891} & 0.889 & & 0.116 & 0.730 & & & 0.205 & & & & \textbf{0.891}\\ +\verb+occupancy+ & & & 0.645 & 0.556 & & \textbf{0.666} & 0.581 & & & F/T & & & & 0.236\\ +\verb+run_log+ & & & \textbf{0.824} & 0.327 & & 0.819 & 0.729 & & & 0.329 & & & & 0.304\\ \hline \end{tabular} diff --git a/analysis/output/tables/best_cover_multi_avg.json b/analysis/output/tables/best_cover_multi_avg.json index 1a265803..e7a3600c 100644 --- a/analysis/output/tables/best_cover_multi_avg.json +++ b/analysis/output/tables/best_cover_multi_avg.json @@ -2,5 +2,6 @@ "bocpd": 0.8014610836188212, "bocpdms": 0.623177929675182, "ecp": 0.5896897742279563, - "kcpa": 0.6257272238922049 + "kcpa": 0.6257272238922049, + "zero": 0.4637232698241863 } diff --git a/analysis/output/tables/best_cover_uni_avg.json b/analysis/output/tables/best_cover_uni_avg.json index a165b853..b8808e3d 100644 --- a/analysis/output/tables/best_cover_uni_avg.json +++ b/analysis/output/tables/best_cover_uni_avg.json @@ -10,5 +10,6 @@ "prophet": 0.5762221953717342, "rfpop": 0.41415432945370306, "segneigh": 0.783592466351048, - "wbs": 0.42803626569747943 + "wbs": 0.42803626569747943, + "zero": 0.5787669555339219 } diff --git a/analysis/output/tables/best_cover_uni_full.json b/analysis/output/tables/best_cover_uni_full.json index 4d518d66..12d3ea8b 100644 --- a/analysis/output/tables/best_cover_uni_full.json +++ b/analysis/output/tables/best_cover_uni_full.json @@ -12,7 +12,8 @@ "rbocpdms": null, "rfpop": 0.03614457831325301, "segneigh": 1.0, - "wbs": 0.05335628227194492 + "wbs": 0.05335628227194492, + "zero": 1.0 }, "bitcoin": { "amoc": 0.7707706590725811, @@ -27,7 +28,8 @@ "rbocpdms": null, "rfpop": 0.16794573643410854, "segneigh": 0.7712230785185206, - "wbs": 0.409493345209164 + "wbs": 0.409493345209164, + "zero": 0.5162283249537621 }, "brent_spot": { "amoc": 0.5028414234471386, @@ -42,7 +44,8 @@ "rbocpdms": null, "rfpop": 0.23491099182381608, "segneigh": 0.6585704614415928, - "wbs": 0.31014712103354664 + "wbs": 0.31014712103354664, + "zero": 0.2658176 }, "businv": { "amoc": 0.5735800041718168, @@ -57,7 +60,8 @@ "rbocpdms": 0.45893761338439826, "rfpop": 0.1227128427128427, "segneigh": 0.6471030804943848, - "wbs": 0.15422799422799421 + "wbs": 0.15422799422799421, + "zero": 0.46094765840220386 }, "centralia": { "amoc": 0.6746666666666667, @@ -72,7 +76,8 @@ "rbocpdms": 0.6235897435897436, "rfpop": 0.5683333333333334, "segneigh": 0.6746666666666667, - "wbs": 0.2533333333333333 + "wbs": 0.2533333333333333, + "zero": 0.6746666666666667 }, "children_per_woman": { "amoc": 0.8043846316761503, @@ -87,7 +92,8 @@ "rbocpdms": 0.7152983477067913, "rfpop": 0.15409241920869826, "segneigh": 0.7982556272643626, - "wbs": 0.2843853820598007 + "wbs": 0.2843853820598007, + "zero": 0.42910563901060694 }, "co2_canada": { "amoc": 0.5267191888742934, @@ -102,7 +108,8 @@ "rbocpdms": 0.6167070784423279, "rfpop": 0.4966352996448755, "segneigh": 0.7516527165934928, - "wbs": 0.5520636623107346 + "wbs": 0.5520636623107346, + "zero": 0.2775684153596538 }, "construction": { "amoc": 0.6285250381802105, @@ -117,7 +124,8 @@ "rbocpdms": 0.5749347601306438, "rfpop": 0.1537453963797438, "segneigh": 0.5746032369964917, - "wbs": 0.29963287533304633 + "wbs": 0.29963287533304633, + "zero": 0.5746032369964917 }, "debt_ireland": { "amoc": 0.6346153846153847, @@ -132,7 +140,8 @@ "rbocpdms": 0.39596560846560835, "rfpop": 0.4888888888888888, "segneigh": 0.7770823885109599, - "wbs": 0.24761904761904757 + "wbs": 0.24761904761904757, + "zero": 0.32063492063492066 }, "gdp_argentina": { "amoc": 0.737087043952887, @@ -147,7 +156,8 @@ "rbocpdms": 0.7110348407646522, "rfpop": 0.3461016949152542, "segneigh": 0.737087043952887, - "wbs": 0.32618917441224715 + "wbs": 0.32618917441224715, + "zero": 0.737087043952887 }, "gdp_croatia": { "amoc": 0.7083333333333333, @@ -162,7 +172,8 @@ "rbocpdms": 0.7083333333333333, "rfpop": 0.35303030303030297, "segneigh": 0.7083333333333333, - "wbs": 0.10833333333333332 + "wbs": 0.10833333333333332, + "zero": 0.7083333333333333 }, "gdp_iran": { "amoc": 0.582639714625446, @@ -177,7 +188,8 @@ "rbocpdms": 0.6920977011494253, "rfpop": 0.2482758620689655, "segneigh": 0.582639714625446, - "wbs": 0.2949833691213002 + "wbs": 0.2949833691213002, + "zero": 0.582639714625446 }, "gdp_japan": { "amoc": 0.802140309155767, @@ -192,7 +204,8 @@ "rbocpdms": 0.802140309155767, "rfpop": 0.2827586206896552, "segneigh": 0.802140309155767, - "wbs": 0.2827586206896552 + "wbs": 0.2827586206896552, + "zero": 0.802140309155767 }, "global_co2": { "amoc": 0.7583210059171598, @@ -207,7 +220,8 @@ "rbocpdms": 0.7448794088641374, "rfpop": 0.368040293040293, "segneigh": 0.7583210059171598, - "wbs": 0.3384615384615385 + "wbs": 0.3384615384615385, + "zero": 0.7583210059171598 }, "homeruns": { "amoc": 0.6938028443405415, @@ -222,7 +236,8 @@ "rbocpdms": 0.505774202815283, "rfpop": 0.39217533606078314, "segneigh": 0.6826141913243321, - "wbs": 0.4067376916868442 + "wbs": 0.4067376916868442, + "zero": 0.5107153116920425 }, "iceland_tourism": { "amoc": 0.9460215651119921, @@ -237,7 +252,8 @@ "rbocpdms": 0.9363470414337328, "rfpop": 0.2934673366834171, "segneigh": 0.9460215651119921, - "wbs": 0.5115577889447236 + "wbs": 0.5115577889447236, + "zero": 0.9460215651119921 }, "jfk_passengers": { "amoc": 0.8439883836604652, @@ -252,7 +268,8 @@ "rbocpdms": null, "rfpop": 0.3925633037782571, "segneigh": 0.8392664497512488, - "wbs": 0.5139308251457784 + "wbs": 0.5139308251457784, + "zero": 0.6298433048433048 }, "lga_passengers": { "amoc": 0.4338709848416259, @@ -267,7 +284,8 @@ "rbocpdms": null, "rfpop": 0.4262999539839297, "segneigh": 0.5433669095513529, - "wbs": 0.5011004228024014 + "wbs": 0.5011004228024014, + "zero": 0.3830283439257799 }, "measles": { "amoc": 0.9511852891971232, @@ -282,7 +300,8 @@ "rbocpdms": null, "rfpop": 0.04641775983854692, "segneigh": 0.9511852891971232, - "wbs": 0.08355196770938446 + "wbs": 0.08355196770938446, + "zero": 0.9511852891971232 }, "nile": { "amoc": 0.8879999999999999, @@ -297,7 +316,8 @@ "rbocpdms": 0.876, "rfpop": 0.8800821917808218, "segneigh": 0.8800821917808218, - "wbs": 0.8800821917808218 + "wbs": 0.8800821917808218, + "zero": 0.75808 }, "ozone": { "amoc": 0.721132897603486, @@ -312,7 +332,8 @@ "rbocpdms": 0.7551276156793397, "rfpop": 0.3583333333333333, "segneigh": 0.6265993265993266, - "wbs": 0.3091358024691358 + "wbs": 0.3091358024691358, + "zero": 0.5736625514403293 }, "quality_control_1": { "amoc": 0.9961856952610209, @@ -327,7 +348,8 @@ "rbocpdms": 0.7795527156549521, "rfpop": 0.7060702875399361, "segneigh": 0.9923773726743093, - "wbs": 0.6869009584664537 + "wbs": 0.6869009584664537, + "zero": 0.5031081260398699 }, "quality_control_2": { "amoc": 0.9265200095891666, @@ -342,7 +364,8 @@ "rbocpdms": 0.6373260548351702, "rfpop": 0.9223181723701366, "segneigh": 0.9223181723701366, - "wbs": 0.9223181723701366 + "wbs": 0.9223181723701366, + "zero": 0.6382524441558766 }, "quality_control_3": { "amoc": 0.9967303392229183, @@ -357,7 +380,8 @@ "rbocpdms": null, "rfpop": 0.9781420765027322, "segneigh": 0.995645855133124, - "wbs": 0.995645855133124 + "wbs": 0.995645855133124, + "zero": 0.5002717310161545 }, "quality_control_4": { "amoc": 0.7420870811176372, @@ -372,7 +396,8 @@ "rbocpdms": null, "rfpop": 0.0768, "segneigh": 0.6727407999999999, - "wbs": 0.5057797345000524 + "wbs": 0.5057797345000524, + "zero": 0.6727407999999999 }, "quality_control_5": { "amoc": 1.0, @@ -387,7 +412,8 @@ "rbocpdms": 0.9938461538461538, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 1.0 }, "rail_lines": { "amoc": 0.7863825363825364, @@ -402,7 +428,8 @@ "rbocpdms": 0.7694570135746607, "rfpop": 0.48243243243243245, "segneigh": 0.7863825363825364, - "wbs": 0.10270270270270272 + "wbs": 0.10270270270270272, + "zero": 0.4281957633308984 }, "ratner_stock": { "amoc": 0.8744899316668506, @@ -417,7 +444,8 @@ "rbocpdms": null, "rfpop": 0.1623333333333333, "segneigh": 0.9140453687993402, - "wbs": 0.18233333333333335 + "wbs": 0.18233333333333335, + "zero": 0.4503255555555555 }, "robocalls": { "amoc": 0.6663905325443786, @@ -432,7 +460,8 @@ "rbocpdms": 0.682242225859247, "rfpop": 0.5686213499144533, "segneigh": 0.7603878525125991, - "wbs": 0.5594180532111567 + "wbs": 0.5594180532111567, + "zero": 0.6005917159763314 }, "scanline_126007": { "amoc": 0.634460086655894, @@ -447,7 +476,8 @@ "rbocpdms": null, "rfpop": 0.3155288774231227, "segneigh": 0.6328517598946248, - "wbs": 0.3286599872605218 + "wbs": 0.3286599872605218, + "zero": 0.5027199917012807 }, "scanline_42049": { "amoc": 0.42470973117825894, @@ -462,7 +492,8 @@ "rbocpdms": null, "rfpop": 0.2572545092059262, "segneigh": 0.8622300706056162, - "wbs": 0.6895004577676643 + "wbs": 0.6895004577676643, + "zero": 0.2112845293718475 }, "seatbelts": { "amoc": 0.6825404441929043, @@ -477,7 +508,8 @@ "rbocpdms": 0.5327701065891473, "rfpop": 0.6600846088435374, "segneigh": 0.796945892630244, - "wbs": 0.727164100252578 + "wbs": 0.727164100252578, + "zero": 0.5283637152777778 }, "shanghai_license": { "amoc": 0.9304479955144378, @@ -492,7 +524,8 @@ "rbocpdms": 0.7626867458376481, "rfpop": 0.38054693274205464, "segneigh": 0.9196947071511531, - "wbs": 0.35127864005912784 + "wbs": 0.35127864005912784, + "zero": 0.5470886377156454 }, "uk_coal_employ": { "amoc": null, @@ -507,7 +540,8 @@ "rbocpdms": null, "rfpop": null, "segneigh": null, - "wbs": null + "wbs": null, + "zero": 0.35648072562358274 }, "unemployment_nl": { "amoc": 0.6273577958058836, @@ -522,7 +556,8 @@ "rbocpdms": null, "rfpop": 0.245684751385686, "segneigh": 0.6502597869268365, - "wbs": 0.44679418355179584 + "wbs": 0.44679418355179584, + "zero": 0.5065595248493318 }, "us_population": { "amoc": 0.8033761053440983, @@ -537,7 +572,8 @@ "rbocpdms": null, "rfpop": 0.8033761053440983, "segneigh": 0.8033761053440983, - "wbs": 0.04950980392156863 + "wbs": 0.04950980392156863, + "zero": 0.8033761053440983 }, "usd_isk": { "amoc": 0.8645950599174581, @@ -552,7 +588,8 @@ "rbocpdms": 0.7700646665911591, "rfpop": 0.1664093343727211, "segneigh": 0.7906488739707632, - "wbs": 0.40051246830092985 + "wbs": 0.40051246830092985, + "zero": 0.43629300594994175 }, "well_log": { "amoc": 0.46267705859029923, @@ -567,6 +604,7 @@ "rbocpdms": null, "rfpop": 0.7871519424337239, "segneigh": 0.7822015138061366, - "wbs": 0.7677416100198158 + "wbs": 0.7677416100198158, + "zero": 0.22457547325102878 } } diff --git a/analysis/output/tables/best_f1_combined_full.tex b/analysis/output/tables/best_f1_combined_full.tex index 86510ded..c1feaa9a 100644 --- a/analysis/output/tables/best_f1_combined_full.tex +++ b/analysis/output/tables/best_f1_combined_full.tex @@ -1,48 +1,48 @@ -\begin{tabular}{lccccccccccccc} -Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs}\\ +\begin{tabular}{lcccccccccccccc} +Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs} & \textsc{zero}\\ \hline -\verb+bank+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & 0.054 & 0.200 & 0.333 & 0.400 & \textbf{1.000} & T & 0.015 & \textbf{1.000} & 0.043\\ -\verb+bitcoin+ & 0.507 & 0.639 & 0.630 & 0.491 & 0.462 & 0.507 & 0.584 & \textbf{0.669} & 0.354 & T & 0.186 & \textbf{0.669} & 0.472\\ -\verb+brent_spot+ & 0.465 & \textbf{0.609} & \textbf{0.609} & 0.239 & 0.555 & 0.522 & 0.427 & 0.518 & 0.173 & T & 0.379 & 0.518 & 0.443\\ -\verb+businv+ & \textbf{0.588} & \textbf{0.588} & \textbf{0.588} & 0.455 & 0.386 & 0.370 & 0.294 & 0.490 & 0.275 & 0.370 & 0.182 & \textbf{0.588} & 0.239\\ -\verb+centralia+ & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & 0.595 & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & 0.458 & 0.494 & \textbf{0.763} & 0.143\\ -\verb+children_per_woman+ & \textbf{0.678} & 0.507 & 0.620 & 0.405 & 0.310 & 0.432 & 0.416 & 0.525 & 0.310 & 0.504 & 0.113 & 0.525 & 0.222\\ -\verb+co2_canada+ & 0.544 & 0.856 & \textbf{0.893} & 0.479 & 0.642 & 0.875 & 0.819 & 0.661 & 0.482 & 0.542 & 0.407 & 0.872 & 0.547\\ -\verb+construction+ & \textbf{0.696} & \textbf{0.696} & \textbf{0.696} & 0.410 & 0.430 & 0.547 & 0.481 & 0.547 & 0.324 & 0.340 & 0.136 & \textbf{0.696} & 0.422\\ -\verb+debt_ireland+ & 0.760 & 0.760 & \textbf{0.958} & 0.738 & \textbf{0.958} & \textbf{0.958} & 0.842 & \textbf{0.958} & 0.469 & 0.748 & 0.462 & \textbf{0.958} & 0.273\\ -\verb+gdp_argentina+ & 0.889 & \textbf{0.947} & \textbf{0.947} & 0.583 & 0.818 & 0.889 & 0.800 & \textbf{0.947} & 0.615 & 0.452 & 0.615 & \textbf{0.947} & 0.421\\ -\verb+gdp_croatia+ & \textbf{1.000} & 0.824 & \textbf{1.000} & 0.583 & \textbf{1.000} & 0.824 & 0.583 & 0.824 & 0.824 & 0.824 & 0.400 & 0.824 & 0.167\\ -\verb+gdp_iran+ & 0.652 & 0.652 & \textbf{0.730} & 0.492 & 0.383 & 0.652 & 0.473 & 0.537 & 0.652 & 0.538 & 0.333 & 0.652 & 0.349\\ -\verb+gdp_japan+ & \textbf{1.000} & 0.889 & \textbf{1.000} & 0.615 & 0.667 & \textbf{1.000} & 0.500 & 0.889 & 0.889 & 0.889 & 0.222 & 0.889 & 0.222\\ -\verb+global_co2+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.458 & 0.286 & 0.595 & 0.595 & 0.634 & 0.142 & 0.458 & 0.110 & \textbf{0.846} & 0.056\\ -\verb+homeruns+ & \textbf{0.659} & \textbf{0.659} & \textbf{0.659} & 0.397 & 0.301 & 0.577 & 0.370 & 0.577 & 0.218 & 0.397 & 0.141 & \textbf{0.659} & 0.164\\ -\verb+iceland_tourism+ & \textbf{0.947} & \textbf{0.947} & \textbf{0.947} & 0.486 & 0.391 & 0.667 & 0.486 & 0.643 & 0.220 & 0.486 & 0.105 & \textbf{0.947} & 0.105\\ -\verb+jfk_passengers+ & \textbf{0.723} & \textbf{0.723} & \textbf{0.723} & 0.437 & 0.430 & 0.531 & 0.264 & 0.559 & 0.354 & T & 0.283 & \textbf{0.723} & 0.264\\ -\verb+lga_passengers+ & 0.535 & 0.535 & 0.535 & 0.456 & 0.335 & \textbf{0.645} & 0.417 & 0.348 & 0.366 & T & 0.355 & 0.535 & 0.352\\ -\verb+measles+ & \textbf{0.947} & \textbf{0.947} & \textbf{0.947} & 0.486 & 0.118 & 0.080 & 0.281 & 0.153 & 0.391 & F/T & 0.030 & \textbf{0.947} & 0.041\\ -\verb+nile+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.800 & \textbf{1.000} & \textbf{1.000} & 0.824 & \textbf{1.000} & 0.824 & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+ozone+ & 0.776 & 0.723 & 0.857 & 0.778 & 0.750 & \textbf{1.000} & 0.667 & \textbf{1.000} & 0.723 & 0.651 & 0.429 & \textbf{1.000} & 0.286\\ -\verb+quality_control_1+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & 0.667 & \textbf{1.000} & 0.667 & \textbf{1.000} & 0.500 & 0.286 & 0.667 & \textbf{1.000} & 0.667\\ -\verb+quality_control_2+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.750 & 0.429 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+quality_control_3+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.766 & 0.571 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & T & 0.800 & \textbf{1.000} & \textbf{1.000}\\ -\verb+quality_control_4+ & \textbf{0.780} & \textbf{0.780} & \textbf{0.780} & 0.561 & 0.397 & 0.558 & 0.489 & \textbf{0.780} & \textbf{0.780} & T & 0.075 & \textbf{0.780} & 0.361\\ -\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+rail_lines+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.698 & 0.778 & \textbf{0.846} & 0.500 & \textbf{0.846} & 0.537 & 0.595 & 0.364 & \textbf{0.846} & 0.108\\ -\verb+ratner_stock+ & \textbf{0.776} & 0.683 & \textbf{0.776} & 0.559 & 0.227 & \textbf{0.776} & 0.481 & 0.683 & 0.280 & T & 0.092 & 0.683 & 0.200\\ -\verb+robocalls+ & 0.800 & \textbf{0.966} & \textbf{0.966} & 0.750 & 0.832 & \textbf{0.966} & \textbf{0.966} & \textbf{0.966} & 0.636 & 0.846 & 0.587 & \textbf{0.966} & 0.500\\ -\verb+scanline_126007+ & \textbf{0.644} & \textbf{0.644} & \textbf{0.644} & 0.507 & 0.233 & 0.325 & 0.478 & 0.233 & \textbf{0.644} & T & 0.097 & \textbf{0.644} & 0.125\\ -\verb+scanline_42049+ & 0.485 & 0.863 & \textbf{0.962} & 0.782 & 0.609 & 0.815 & 0.908 & 0.790 & 0.202 & T & 0.262 & 0.799 & 0.522\\ -\verb+seatbelts+ & 0.824 & \textbf{0.838} & 0.683 & 0.583 & 0.735 & 0.683 & 0.621 & 0.683 & 0.452 & 0.383 & 0.456 & 0.735 & 0.583\\ -\verb+shanghai_license+ & \textbf{0.966} & 0.636 & 0.636 & 0.491 & 0.600 & 0.625 & 0.274 & 0.605 & 0.532 & 0.389 & 0.231 & 0.636 & 0.250\\ -\verb+uk_coal_employ+ & M & M & M & \textbf{0.617} & M & 0.513 & 0.513 & M & 0.551 & M & M & M & M\\ -\verb+unemployment_nl+ & 0.742 & \textbf{0.889} & 0.876 & 0.592 & 0.672 & 0.711 & 0.678 & 0.788 & 0.566 & F/T & 0.466 & 0.788 & 0.658\\ -\verb+us_population+ & \textbf{1.000} & 0.889 & \textbf{1.000} & 0.615 & 0.232 & 0.471 & 0.276 & 0.500 & 0.159 & T & 0.889 & 0.889 & 0.077\\ -\verb+usd_isk+ & \textbf{0.785} & 0.657 & \textbf{0.785} & 0.678 & 0.563 & \textbf{0.785} & 0.462 & 0.657 & 0.489 & 0.385 & 0.182 & 0.678 & 0.333\\ -\verb+well_log+ & 0.336 & 0.914 & 0.832 & 0.743 & 0.822 & \textbf{0.928} & 0.776 & 0.832 & 0.149 & T & 0.923 & 0.832 & 0.832\\ +\verb+bank+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & 0.054 & 0.200 & 0.333 & 0.400 & \textbf{1.000} & T & 0.015 & \textbf{1.000} & 0.043 & \textbf{1.000}\\ +\verb+bitcoin+ & 0.507 & 0.639 & 0.630 & 0.491 & 0.462 & 0.507 & 0.584 & \textbf{0.669} & 0.354 & T & 0.186 & \textbf{0.669} & 0.472 & 0.450\\ +\verb+brent_spot+ & 0.465 & \textbf{0.609} & \textbf{0.609} & 0.239 & 0.555 & 0.522 & 0.427 & 0.518 & 0.173 & T & 0.379 & 0.518 & 0.443 & 0.315\\ +\verb+businv+ & \textbf{0.588} & \textbf{0.588} & \textbf{0.588} & 0.455 & 0.386 & 0.370 & 0.294 & 0.490 & 0.275 & 0.370 & 0.182 & \textbf{0.588} & 0.239 & \textbf{0.588}\\ +\verb+centralia+ & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & 0.595 & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & \textbf{0.763} & 0.458 & 0.494 & \textbf{0.763} & 0.143 & \textbf{0.763}\\ +\verb+children_per_woman+ & \textbf{0.678} & 0.507 & 0.620 & 0.405 & 0.310 & 0.432 & 0.416 & 0.525 & 0.310 & 0.504 & 0.113 & 0.525 & 0.222 & 0.507\\ +\verb+co2_canada+ & 0.544 & 0.856 & \textbf{0.893} & 0.479 & 0.642 & 0.875 & 0.819 & 0.661 & 0.482 & 0.542 & 0.407 & 0.872 & 0.547 & 0.361\\ +\verb+construction+ & \textbf{0.696} & \textbf{0.696} & \textbf{0.696} & 0.410 & 0.430 & 0.547 & 0.481 & 0.547 & 0.324 & 0.340 & 0.136 & \textbf{0.696} & 0.422 & \textbf{0.696}\\ +\verb+debt_ireland+ & 0.760 & 0.760 & \textbf{0.958} & 0.738 & \textbf{0.958} & \textbf{0.958} & 0.842 & \textbf{0.958} & 0.469 & 0.748 & 0.462 & \textbf{0.958} & 0.273 & 0.469\\ +\verb+gdp_argentina+ & 0.889 & \textbf{0.947} & \textbf{0.947} & 0.583 & 0.818 & 0.889 & 0.800 & \textbf{0.947} & 0.615 & 0.452 & 0.615 & \textbf{0.947} & 0.421 & 0.824\\ +\verb+gdp_croatia+ & \textbf{1.000} & 0.824 & \textbf{1.000} & 0.583 & \textbf{1.000} & 0.824 & 0.583 & 0.824 & 0.824 & 0.824 & 0.400 & 0.824 & 0.167 & 0.824\\ +\verb+gdp_iran+ & 0.652 & 0.652 & \textbf{0.730} & 0.492 & 0.383 & 0.652 & 0.473 & 0.537 & 0.652 & 0.538 & 0.333 & 0.652 & 0.349 & 0.652\\ +\verb+gdp_japan+ & \textbf{1.000} & 0.889 & \textbf{1.000} & 0.615 & 0.667 & \textbf{1.000} & 0.500 & 0.889 & 0.889 & 0.889 & 0.222 & 0.889 & 0.222 & 0.889\\ +\verb+global_co2+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.458 & 0.286 & 0.595 & 0.595 & 0.634 & 0.142 & 0.458 & 0.110 & \textbf{0.846} & 0.056 & \textbf{0.846}\\ +\verb+homeruns+ & \textbf{0.659} & \textbf{0.659} & \textbf{0.659} & 0.397 & 0.301 & 0.577 & 0.370 & 0.577 & 0.218 & 0.397 & 0.141 & \textbf{0.659} & 0.164 & \textbf{0.659}\\ +\verb+iceland_tourism+ & \textbf{0.947} & \textbf{0.947} & \textbf{0.947} & 0.486 & 0.391 & 0.667 & 0.486 & 0.643 & 0.220 & 0.486 & 0.105 & \textbf{0.947} & 0.105 & \textbf{0.947}\\ +\verb+jfk_passengers+ & \textbf{0.723} & \textbf{0.723} & \textbf{0.723} & 0.437 & 0.430 & 0.531 & 0.264 & 0.559 & 0.354 & T & 0.283 & \textbf{0.723} & 0.264 & \textbf{0.723}\\ +\verb+lga_passengers+ & 0.535 & 0.535 & 0.535 & 0.456 & 0.335 & \textbf{0.645} & 0.417 & 0.348 & 0.366 & T & 0.355 & 0.535 & 0.352 & 0.535\\ +\verb+measles+ & \textbf{0.947} & \textbf{0.947} & \textbf{0.947} & 0.486 & 0.118 & 0.080 & 0.281 & 0.153 & 0.391 & F/T & 0.030 & \textbf{0.947} & 0.041 & \textbf{0.947}\\ +\verb+nile+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.800 & \textbf{1.000} & \textbf{1.000} & 0.824 & \textbf{1.000} & 0.824 & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.824\\ +\verb+ozone+ & 0.776 & 0.723 & 0.857 & 0.778 & 0.750 & \textbf{1.000} & 0.667 & \textbf{1.000} & 0.723 & 0.651 & 0.429 & \textbf{1.000} & 0.286 & 0.723\\ +\verb+quality_control_1+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & 0.667 & \textbf{1.000} & 0.667 & \textbf{1.000} & 0.500 & 0.286 & 0.667 & \textbf{1.000} & 0.667 & 0.667\\ +\verb+quality_control_2+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.750 & 0.429 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.750\\ +\verb+quality_control_3+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.766 & 0.571 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & T & 0.800 & \textbf{1.000} & \textbf{1.000} & 0.667\\ +\verb+quality_control_4+ & \textbf{0.780} & \textbf{0.780} & \textbf{0.780} & 0.561 & 0.397 & 0.558 & 0.489 & \textbf{0.780} & \textbf{0.780} & T & 0.075 & \textbf{0.780} & 0.361 & \textbf{0.780}\\ +\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ +\verb+rail_lines+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.698 & 0.778 & \textbf{0.846} & 0.500 & \textbf{0.846} & 0.537 & 0.595 & 0.364 & \textbf{0.846} & 0.108 & 0.537\\ +\verb+ratner_stock+ & \textbf{0.776} & 0.683 & \textbf{0.776} & 0.559 & 0.227 & \textbf{0.776} & 0.481 & 0.683 & 0.280 & T & 0.092 & 0.683 & 0.200 & 0.571\\ +\verb+robocalls+ & 0.800 & \textbf{0.966} & \textbf{0.966} & 0.750 & 0.832 & \textbf{0.966} & \textbf{0.966} & \textbf{0.966} & 0.636 & 0.846 & 0.587 & \textbf{0.966} & 0.500 & 0.636\\ +\verb+scanline_126007+ & \textbf{0.644} & \textbf{0.644} & \textbf{0.644} & 0.507 & 0.233 & 0.325 & 0.478 & 0.233 & \textbf{0.644} & T & 0.097 & \textbf{0.644} & 0.125 & \textbf{0.644}\\ +\verb+scanline_42049+ & 0.485 & 0.863 & \textbf{0.962} & 0.782 & 0.609 & 0.815 & 0.908 & 0.790 & 0.202 & T & 0.262 & 0.799 & 0.522 & 0.276\\ +\verb+seatbelts+ & 0.824 & \textbf{0.838} & 0.683 & 0.583 & 0.735 & 0.683 & 0.621 & 0.683 & 0.452 & 0.383 & 0.456 & 0.735 & 0.583 & 0.621\\ +\verb+shanghai_license+ & \textbf{0.966} & 0.636 & 0.636 & 0.491 & 0.600 & 0.625 & 0.274 & 0.605 & 0.532 & 0.389 & 0.231 & 0.636 & 0.250 & 0.636\\ +\verb+uk_coal_employ+ & M & M & M & \textbf{0.617} & M & 0.513 & 0.513 & M & 0.551 & M & M & M & M & 0.513\\ +\verb+unemployment_nl+ & 0.742 & \textbf{0.889} & 0.876 & 0.592 & 0.672 & 0.711 & 0.678 & 0.788 & 0.566 & F/T & 0.466 & 0.788 & 0.658 & 0.566\\ +\verb+us_population+ & \textbf{1.000} & 0.889 & \textbf{1.000} & 0.615 & 0.232 & 0.471 & 0.276 & 0.500 & 0.159 & T & 0.889 & 0.889 & 0.077 & 0.889\\ +\verb+usd_isk+ & \textbf{0.785} & 0.657 & \textbf{0.785} & 0.678 & 0.563 & \textbf{0.785} & 0.462 & 0.657 & 0.489 & 0.385 & 0.182 & 0.678 & 0.333 & 0.489\\ +\verb+well_log+ & 0.336 & 0.914 & 0.832 & 0.743 & 0.822 & \textbf{0.928} & 0.776 & 0.832 & 0.149 & T & 0.923 & 0.832 & 0.832 & 0.237\\ \hline -\verb+apple+ & & & \textbf{0.916} & 0.314 & & 0.745 & 0.481 & & & F/T & & & \\ -\verb+bee_waggle_6+ & & & \textbf{0.929} & 0.481 & & 0.124 & 0.634 & & & 0.245 & & & \\ -\verb+occupancy+ & & & \textbf{0.582} & 0.369 & & 0.482 & 0.405 & & & F/T & & & \\ -\verb+run_log+ & & & \textbf{0.446} & 0.380 & & 0.200 & 0.304 & & & 0.275 & & & \\ +\verb+apple+ & & & \textbf{0.916} & 0.314 & & 0.745 & 0.481 & & & F/T & & & & 0.594\\ +\verb+bee_waggle_6+ & & & \textbf{0.929} & 0.481 & & 0.124 & 0.634 & & & 0.245 & & & & \textbf{0.929}\\ +\verb+occupancy+ & & & \textbf{0.582} & 0.369 & & 0.482 & 0.405 & & & F/T & & & & 0.341\\ +\verb+run_log+ & & & \textbf{0.446} & 0.380 & & 0.200 & 0.304 & & & 0.275 & & & & \textbf{0.446}\\ \hline \end{tabular} diff --git a/analysis/output/tables/best_f1_multi_avg.json b/analysis/output/tables/best_f1_multi_avg.json index 9de35da2..aeccd164 100644 --- a/analysis/output/tables/best_f1_multi_avg.json +++ b/analysis/output/tables/best_f1_multi_avg.json @@ -2,5 +2,6 @@ "bocpd": 0.718040907733408, "bocpdms": 0.3862673506325448, "ecp": 0.38790015348968676, - "kcpa": 0.4560758392509358 + "kcpa": 0.4560758392509358, + "zero": 0.5771739603118445 } diff --git a/analysis/output/tables/best_f1_uni_avg.json b/analysis/output/tables/best_f1_uni_avg.json index 5bf3ddb2..38e6be24 100644 --- a/analysis/output/tables/best_f1_uni_avg.json +++ b/analysis/output/tables/best_f1_uni_avg.json @@ -10,5 +10,6 @@ "prophet": 0.5056771261253178, "rfpop": 0.39155673412323544, "segneigh": 0.8064026485290847, - "wbs": 0.3904386889845699 + "wbs": 0.3904386889845699, + "zero": 0.6623749098695177 } diff --git a/analysis/output/tables/best_f1_uni_full.json b/analysis/output/tables/best_f1_uni_full.json index a0ce4d8d..dd3d40f9 100644 --- a/analysis/output/tables/best_f1_uni_full.json +++ b/analysis/output/tables/best_f1_uni_full.json @@ -12,7 +12,8 @@ "rbocpdms": null, "rfpop": 0.015151515151515152, "segneigh": 1.0, - "wbs": 0.042553191489361694 + "wbs": 0.042553191489361694, + "zero": 1.0 }, "bitcoin": { "amoc": 0.5074626865671642, @@ -27,7 +28,8 @@ "rbocpdms": null, "rfpop": 0.18628719275549807, "segneigh": 0.669305724725944, - "wbs": 0.4715025906735751 + "wbs": 0.4715025906735751, + "zero": 0.44961240310077516 }, "brent_spot": { "amoc": 0.4654731457800512, @@ -42,7 +44,8 @@ "rbocpdms": null, "rfpop": 0.37873628452516084, "segneigh": 0.5177757520510483, - "wbs": 0.4425363276089828 + "wbs": 0.4425363276089828, + "zero": 0.3146067415730337 }, "businv": { "amoc": 0.5882352941176471, @@ -57,7 +60,8 @@ "rbocpdms": 0.3703703703703703, "rfpop": 0.18181818181818182, "segneigh": 0.5882352941176471, - "wbs": 0.23920265780730898 + "wbs": 0.23920265780730898, + "zero": 0.5882352941176471 }, "centralia": { "amoc": 0.7628865979381444, @@ -72,7 +76,8 @@ "rbocpdms": 0.45833333333333337, "rfpop": 0.49350649350649345, "segneigh": 0.7628865979381444, - "wbs": 0.14285714285714288 + "wbs": 0.14285714285714288, + "zero": 0.7628865979381444 }, "children_per_woman": { "amoc": 0.6784140969162996, @@ -87,7 +92,8 @@ "rbocpdms": 0.5037037037037037, "rfpop": 0.11320754716981131, "segneigh": 0.5253164556962024, - "wbs": 0.2222222222222222 + "wbs": 0.2222222222222222, + "zero": 0.5074626865671642 }, "co2_canada": { "amoc": 0.5441941074523396, @@ -102,7 +108,8 @@ "rbocpdms": 0.5418933623503808, "rfpop": 0.4065792855307119, "segneigh": 0.8717259905977165, - "wbs": 0.5472837022132797 + "wbs": 0.5472837022132797, + "zero": 0.36097560975609755 }, "construction": { "amoc": 0.6956521739130436, @@ -117,7 +124,8 @@ "rbocpdms": 0.3404255319148936, "rfpop": 0.13570274636510501, "segneigh": 0.6956521739130436, - "wbs": 0.42211055276381904 + "wbs": 0.42211055276381904, + "zero": 0.6956521739130436 }, "debt_ireland": { "amoc": 0.7603305785123966, @@ -132,7 +140,8 @@ "rbocpdms": 0.7483296213808462, "rfpop": 0.4615384615384615, "segneigh": 0.9583333333333333, - "wbs": 0.2727272727272727 + "wbs": 0.2727272727272727, + "zero": 0.4693877551020408 }, "gdp_argentina": { "amoc": 0.888888888888889, @@ -147,7 +156,8 @@ "rbocpdms": 0.45161290322580644, "rfpop": 0.6153846153846153, "segneigh": 0.9473684210526316, - "wbs": 0.4210526315789474 + "wbs": 0.4210526315789474, + "zero": 0.8235294117647058 }, "gdp_croatia": { "amoc": 1.0, @@ -162,7 +172,8 @@ "rbocpdms": 0.8235294117647058, "rfpop": 0.4, "segneigh": 0.8235294117647058, - "wbs": 0.16666666666666669 + "wbs": 0.16666666666666669, + "zero": 0.8235294117647058 }, "gdp_iran": { "amoc": 0.651685393258427, @@ -177,7 +188,8 @@ "rbocpdms": 0.5384615384615384, "rfpop": 0.33333333333333337, "segneigh": 0.651685393258427, - "wbs": 0.3493761140819964 + "wbs": 0.3493761140819964, + "zero": 0.651685393258427 }, "gdp_japan": { "amoc": 1.0, @@ -192,7 +204,8 @@ "rbocpdms": 0.888888888888889, "rfpop": 0.2222222222222222, "segneigh": 0.888888888888889, - "wbs": 0.2222222222222222 + "wbs": 0.2222222222222222, + "zero": 0.888888888888889 }, "global_co2": { "amoc": 0.8461538461538461, @@ -207,7 +220,8 @@ "rbocpdms": 0.45833333333333337, "rfpop": 0.11016949152542373, "segneigh": 0.8461538461538461, - "wbs": 0.05555555555555556 + "wbs": 0.05555555555555556, + "zero": 0.8461538461538461 }, "homeruns": { "amoc": 0.659217877094972, @@ -222,7 +236,8 @@ "rbocpdms": 0.3973063973063973, "rfpop": 0.14107883817427386, "segneigh": 0.659217877094972, - "wbs": 0.1642512077294686 + "wbs": 0.1642512077294686, + "zero": 0.659217877094972 }, "iceland_tourism": { "amoc": 0.9473684210526316, @@ -237,7 +252,8 @@ "rbocpdms": 0.48648648648648646, "rfpop": 0.10526315789473684, "segneigh": 0.9473684210526316, - "wbs": 0.10526315789473684 + "wbs": 0.10526315789473684, + "zero": 0.9473684210526316 }, "jfk_passengers": { "amoc": 0.723404255319149, @@ -252,7 +268,8 @@ "rbocpdms": null, "rfpop": 0.2828282828282828, "segneigh": 0.723404255319149, - "wbs": 0.2638888888888889 + "wbs": 0.2638888888888889, + "zero": 0.723404255319149 }, "lga_passengers": { "amoc": 0.5347985347985348, @@ -267,7 +284,8 @@ "rbocpdms": null, "rfpop": 0.3552433517310587, "segneigh": 0.5347985347985348, - "wbs": 0.35238470634607805 + "wbs": 0.35238470634607805, + "zero": 0.5347985347985348 }, "measles": { "amoc": 0.9473684210526316, @@ -282,7 +300,8 @@ "rbocpdms": null, "rfpop": 0.03007518796992481, "segneigh": 0.9473684210526316, - "wbs": 0.04072398190045248 + "wbs": 0.04072398190045248, + "zero": 0.9473684210526316 }, "nile": { "amoc": 1.0, @@ -297,7 +316,8 @@ "rbocpdms": 0.6666666666666666, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.8235294117647058 }, "ozone": { "amoc": 0.7755102040816326, @@ -312,7 +332,8 @@ "rbocpdms": 0.6511627906976744, "rfpop": 0.42857142857142855, "segneigh": 1.0, - "wbs": 0.2857142857142857 + "wbs": 0.2857142857142857, + "zero": 0.723404255319149 }, "quality_control_1": { "amoc": 1.0, @@ -327,7 +348,8 @@ "rbocpdms": 0.28571428571428575, "rfpop": 0.6666666666666666, "segneigh": 1.0, - "wbs": 0.6666666666666666 + "wbs": 0.6666666666666666, + "zero": 0.6666666666666666 }, "quality_control_2": { "amoc": 1.0, @@ -342,7 +364,8 @@ "rbocpdms": 0.4285714285714286, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.7500000000000001 }, "quality_control_3": { "amoc": 1.0, @@ -357,7 +380,8 @@ "rbocpdms": null, "rfpop": 0.8, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.6666666666666666 }, "quality_control_4": { "amoc": 0.7804878048780489, @@ -372,7 +396,8 @@ "rbocpdms": null, "rfpop": 0.07547169811320754, "segneigh": 0.7804878048780489, - "wbs": 0.3609022556390977 + "wbs": 0.3609022556390977, + "zero": 0.7804878048780489 }, "quality_control_5": { "amoc": 1.0, @@ -387,7 +412,8 @@ "rbocpdms": 0.5, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 1.0 }, "rail_lines": { "amoc": 0.8461538461538461, @@ -402,7 +428,8 @@ "rbocpdms": 0.5945945945945946, "rfpop": 0.3636363636363636, "segneigh": 0.8461538461538461, - "wbs": 0.1081081081081081 + "wbs": 0.1081081081081081, + "zero": 0.5365853658536586 }, "ratner_stock": { "amoc": 0.7755102040816326, @@ -417,7 +444,8 @@ "rbocpdms": null, "rfpop": 0.09230769230769231, "segneigh": 0.6829268292682926, - "wbs": 0.19999999999999998 + "wbs": 0.19999999999999998, + "zero": 0.5714285714285714 }, "robocalls": { "amoc": 0.8, @@ -432,7 +460,8 @@ "rbocpdms": 0.846153846153846, "rfpop": 0.5874125874125874, "segneigh": 0.9655172413793104, - "wbs": 0.5 + "wbs": 0.5, + "zero": 0.6363636363636364 }, "scanline_126007": { "amoc": 0.6444007858546169, @@ -447,7 +476,8 @@ "rbocpdms": null, "rfpop": 0.09743366681165723, "segneigh": 0.6444007858546169, - "wbs": 0.12486187845303864 + "wbs": 0.12486187845303864, + "zero": 0.6444007858546169 }, "scanline_42049": { "amoc": 0.4845005740528128, @@ -462,7 +492,8 @@ "rbocpdms": null, "rfpop": 0.2618896639188332, "segneigh": 0.7994542974079127, - "wbs": 0.5224071702944942 + "wbs": 0.5224071702944942, + "zero": 0.2756368386675375 }, "seatbelts": { "amoc": 0.8235294117647058, @@ -477,7 +508,8 @@ "rbocpdms": 0.3829787234042553, "rfpop": 0.45600000000000007, "segneigh": 0.735483870967742, - "wbs": 0.5833333333333334 + "wbs": 0.5833333333333334, + "zero": 0.6206896551724138 }, "shanghai_license": { "amoc": 0.9655172413793104, @@ -492,7 +524,8 @@ "rbocpdms": 0.3888888888888889, "rfpop": 0.23076923076923078, "segneigh": 0.6363636363636364, - "wbs": 0.25 + "wbs": 0.25, + "zero": 0.6363636363636364 }, "uk_coal_employ": { "amoc": null, @@ -507,7 +540,8 @@ "rbocpdms": null, "rfpop": null, "segneigh": null, - "wbs": null + "wbs": null, + "zero": 0.5132743362831859 }, "unemployment_nl": { "amoc": 0.7421383647798743, @@ -522,7 +556,8 @@ "rbocpdms": null, "rfpop": 0.4660194174757282, "segneigh": 0.787878787878788, - "wbs": 0.6575342465753424 + "wbs": 0.6575342465753424, + "zero": 0.5663082437275986 }, "us_population": { "amoc": 1.0, @@ -537,7 +572,8 @@ "rbocpdms": null, "rfpop": 0.888888888888889, "segneigh": 0.888888888888889, - "wbs": 0.07692307692307693 + "wbs": 0.07692307692307693, + "zero": 0.888888888888889 }, "usd_isk": { "amoc": 0.7854251012145749, @@ -552,7 +588,8 @@ "rbocpdms": 0.38537271448663846, "rfpop": 0.18181818181818182, "segneigh": 0.6782608695652174, - "wbs": 0.33333333333333337 + "wbs": 0.33333333333333337, + "zero": 0.48866498740554154 }, "well_log": { "amoc": 0.3364140480591497, @@ -567,6 +604,7 @@ "rbocpdms": null, "rfpop": 0.9225874867444326, "segneigh": 0.8320663441603318, - "wbs": 0.8320663441603318 + "wbs": 0.8320663441603318, + "zero": 0.23702252693437809 } } diff --git a/analysis/output/tables/default_cover_combined_full.tex b/analysis/output/tables/default_cover_combined_full.tex index d61a1d35..14a3a658 100644 --- a/analysis/output/tables/default_cover_combined_full.tex +++ b/analysis/output/tables/default_cover_combined_full.tex @@ -1,48 +1,48 @@ -\begin{tabular}{lccccccccccccc} -Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs}\\ +\begin{tabular}{lcccccccccccccc} +Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs} & \textsc{zero}\\ \hline -\verb+bank+ & \textbf{0.967} & 0.509 & 0.048 & 0.188 & 0.053 & 0.127 & 0.036 & 0.509 & 0.361 & 0.644 & 0.036 & 0.509 & 0.048\\ -\verb+bitcoin+ & \textbf{0.764} & 0.754 & 0.717 & 0.748 & 0.364 & 0.209 & 0.046 & 0.758 & 0.723 & F & 0.168 & 0.758 & 0.304\\ -\verb+brent_spot+ & 0.423 & 0.627 & 0.586 & 0.265 & 0.411 & 0.387 & 0.022 & 0.627 & 0.527 & 0.504 & 0.225 & \textbf{0.630} & 0.242\\ -\verb+businv+ & 0.574 & 0.562 & 0.463 & 0.459 & 0.402 & 0.311 & 0.013 & \textbf{0.603} & 0.478 & 0.559 & 0.123 & 0.494 & 0.108\\ -\verb+centralia+ & \textbf{0.675} & 0.564 & 0.612 & 0.650 & 0.564 & \textbf{0.675} & 0.440 & 0.564 & \textbf{0.675} & 0.624 & 0.528 & 0.564 & 0.253\\ -\verb+children_per_woman+ & \textbf{0.798} & \textbf{0.798} & 0.758 & 0.427 & 0.486 & 0.397 & 0.048 & \textbf{0.798} & 0.521 & 0.745 & 0.154 & 0.771 & 0.186\\ -\verb+co2_canada+ & 0.527 & 0.608 & \textbf{0.716} & 0.276 & 0.514 & 0.639 & 0.263 & 0.611 & 0.540 & 0.432 & 0.497 & 0.612 & 0.480\\ -\verb+construction+ & 0.525 & 0.466 & 0.395 & 0.571 & 0.334 & 0.352 & 0.016 & 0.423 & 0.502 & \textbf{0.581} & 0.092 & 0.423 & 0.198\\ -\verb+debt_ireland+ & 0.321 & \textbf{0.635} & 0.584 & 0.312 & \textbf{0.635} & 0.321 & 0.210 & \textbf{0.635} & 0.321 & 0.306 & 0.489 & \textbf{0.635} & 0.248\\ -\verb+gdp_argentina+ & 0.667 & 0.667 & 0.630 & 0.711 & 0.451 & \textbf{0.737} & 0.061 & 0.667 & 0.534 & 0.711 & 0.332 & 0.631 & 0.068\\ -\verb+gdp_croatia+ & 0.605 & 0.605 & 0.642 & 0.655 & 0.642 & \textbf{0.708} & 0.108 & 0.605 & \textbf{0.708} & 0.655 & 0.353 & 0.605 & 0.108\\ -\verb+gdp_iran+ & 0.484 & 0.477 & 0.520 & 0.580 & 0.448 & \textbf{0.583} & 0.062 & 0.477 & \textbf{0.583} & 0.580 & 0.248 & 0.503 & 0.066\\ -\verb+gdp_japan+ & 0.654 & 0.654 & 0.578 & 0.644 & 0.522 & \textbf{0.802} & 0.041 & 0.654 & \textbf{0.802} & 0.645 & 0.269 & 0.654 & 0.048\\ -\verb+global_co2+ & 0.743 & \textbf{0.748} & 0.640 & 0.738 & 0.313 & 0.535 & 0.173 & 0.638 & 0.284 & 0.745 & 0.368 & 0.634 & 0.187\\ -\verb+homeruns+ & \textbf{0.683} & \textbf{0.683} & 0.526 & 0.677 & 0.516 & 0.611 & 0.047 & \textbf{0.683} & 0.574 & 0.554 & 0.354 & 0.590 & 0.312\\ -\verb+iceland_tourism+ & 0.764 & 0.764 & 0.595 & 0.616 & 0.383 & 0.382 & 0.017 & 0.764 & 0.453 & \textbf{0.855} & 0.293 & 0.650 & 0.512\\ -\verb+jfk_passengers+ & \textbf{0.839} & \textbf{0.839} & 0.541 & 0.831 & 0.561 & 0.438 & 0.008 & \textbf{0.839} & 0.373 & 0.628 & 0.264 & 0.791 & 0.409\\ -\verb+lga_passengers+ & 0.427 & 0.458 & 0.496 & 0.444 & 0.473 & 0.386 & 0.013 & 0.474 & 0.434 & 0.382 & 0.412 & \textbf{0.543} & 0.477\\ -\verb+measles+ & \textbf{0.951} & \textbf{0.951} & 0.081 & 0.255 & 0.098 & 0.060 & 0.005 & 0.213 & 0.603 & 0.296 & 0.046 & 0.367 & 0.081\\ -\verb+nile+ & 0.880 & 0.880 & \textbf{0.888} & 0.870 & 0.880 & 0.857 & 0.032 & 0.880 & 0.758 & 0.753 & 0.880 & 0.880 & 0.880\\ -\verb+ozone+ & \textbf{0.701} & 0.600 & 0.602 & 0.560 & 0.441 & 0.574 & 0.070 & 0.635 & 0.574 & 0.577 & 0.309 & 0.627 & 0.070\\ -\verb+quality_control_1+ & \textbf{0.992} & \textbf{0.992} & 0.887 & 0.982 & 0.683 & 0.620 & 0.010 & \textbf{0.992} & 0.693 & 0.990 & 0.655 & \textbf{0.992} & 0.687\\ -\verb+quality_control_2+ & 0.922 & 0.922 & \textbf{0.927} & 0.921 & 0.922 & 0.927 & 0.010 & 0.922 & 0.723 & 0.912 & 0.922 & 0.922 & 0.922\\ -\verb+quality_control_3+ & 0.996 & 0.996 & \textbf{0.997} & 0.977 & 0.831 & \textbf{0.997} & 0.008 & 0.996 & 0.500 & 0.743 & 0.658 & 0.996 & 0.996\\ -\verb+quality_control_4+ & 0.563 & 0.518 & 0.511 & \textbf{0.670} & 0.481 & 0.257 & 0.009 & 0.538 & 0.508 & 0.661 & 0.059 & 0.538 & 0.080\\ -\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & 0.006 & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+rail_lines+ & \textbf{0.786} & \textbf{0.786} & 0.767 & 0.416 & 0.738 & 0.428 & 0.103 & \textbf{0.786} & 0.534 & 0.416 & 0.439 & \textbf{0.786} & 0.103\\ -\verb+ratner_stock+ & 0.873 & 0.913 & 0.796 & 0.866 & 0.380 & 0.185 & 0.021 & 0.908 & 0.444 & 0.862 & 0.162 & \textbf{0.914} & 0.176\\ -\verb+robocalls+ & 0.641 & 0.641 & \textbf{0.808} & 0.622 & 0.677 & 0.601 & 0.069 & 0.641 & 0.601 & 0.607 & 0.447 & 0.760 & 0.069\\ -\verb+scanline_126007+ & 0.519 & 0.464 & 0.346 & 0.433 & 0.433 & 0.327 & 0.025 & 0.444 & 0.503 & F & 0.316 & \textbf{0.567} & 0.263\\ -\verb+scanline_42049+ & 0.424 & 0.631 & \textbf{0.892} & 0.832 & 0.529 & 0.490 & 0.121 & 0.745 & 0.441 & 0.421 & 0.257 & 0.730 & 0.432\\ -\verb+seatbelts+ & 0.683 & \textbf{0.797} & 0.757 & 0.526 & 0.750 & 0.615 & 0.020 & \textbf{0.797} & 0.628 & 0.526 & 0.484 & 0.765 & 0.727\\ -\verb+shanghai_license+ & \textbf{0.920} & \textbf{0.920} & 0.856 & 0.616 & 0.474 & 0.518 & 0.020 & \textbf{0.920} & 0.768 & 0.754 & 0.381 & 0.826 & 0.209\\ -\verb+uk_coal_employ+ & M & M & M & 0.429 & M & 0.356 & 0.356 & M & \textbf{0.481} & M & M & M & M\\ -\verb+unemployment_nl+ & 0.507 & \textbf{0.669} & 0.495 & 0.570 & 0.503 & 0.470 & 0.039 & 0.648 & 0.507 & 0.539 & 0.243 & 0.648 & 0.222\\ -\verb+us_population+ & 0.736 & 0.391 & 0.219 & 0.801 & 0.391 & 0.089 & 0.003 & 0.506 & 0.096 & 0.555 & \textbf{0.803} & 0.307 & 0.043\\ -\verb+usd_isk+ & 0.853 & 0.735 & 0.672 & \textbf{0.866} & 0.480 & 0.616 & 0.023 & 0.730 & 0.436 & 0.582 & 0.163 & 0.730 & 0.194\\ -\verb+well_log+ & 0.453 & 0.695 & 0.776 & 0.778 & 0.772 & 0.601 & 0.020 & 0.679 & 0.411 & 0.665 & \textbf{0.787} & 0.647 & 0.719\\ +\verb+bank+ & 0.967 & 0.509 & 0.048 & 0.188 & 0.053 & 0.127 & 0.036 & 0.509 & 0.361 & 0.644 & 0.036 & 0.509 & 0.048 & \textbf{1.000}\\ +\verb+bitcoin+ & \textbf{0.764} & 0.754 & 0.717 & 0.748 & 0.364 & 0.209 & 0.046 & 0.758 & 0.723 & F & 0.168 & 0.758 & 0.304 & 0.516\\ +\verb+brent_spot+ & 0.423 & 0.627 & 0.586 & 0.265 & 0.411 & 0.387 & 0.022 & 0.627 & 0.527 & 0.504 & 0.225 & \textbf{0.630} & 0.242 & 0.266\\ +\verb+businv+ & 0.574 & 0.562 & 0.463 & 0.459 & 0.402 & 0.311 & 0.013 & \textbf{0.603} & 0.478 & 0.559 & 0.123 & 0.494 & 0.108 & 0.461\\ +\verb+centralia+ & \textbf{0.675} & 0.564 & 0.612 & 0.650 & 0.564 & \textbf{0.675} & 0.440 & 0.564 & \textbf{0.675} & 0.624 & 0.528 & 0.564 & 0.253 & \textbf{0.675}\\ +\verb+children_per_woman+ & \textbf{0.798} & \textbf{0.798} & 0.758 & 0.427 & 0.486 & 0.397 & 0.048 & \textbf{0.798} & 0.521 & 0.745 & 0.154 & 0.771 & 0.186 & 0.429\\ +\verb+co2_canada+ & 0.527 & 0.608 & \textbf{0.716} & 0.276 & 0.514 & 0.639 & 0.263 & 0.611 & 0.540 & 0.432 & 0.497 & 0.612 & 0.480 & 0.278\\ +\verb+construction+ & 0.525 & 0.466 & 0.395 & 0.571 & 0.334 & 0.352 & 0.016 & 0.423 & 0.502 & \textbf{0.581} & 0.092 & 0.423 & 0.198 & 0.575\\ +\verb+debt_ireland+ & 0.321 & \textbf{0.635} & 0.584 & 0.312 & \textbf{0.635} & 0.321 & 0.210 & \textbf{0.635} & 0.321 & 0.306 & 0.489 & \textbf{0.635} & 0.248 & 0.321\\ +\verb+gdp_argentina+ & 0.667 & 0.667 & 0.630 & 0.711 & 0.451 & \textbf{0.737} & 0.061 & 0.667 & 0.534 & 0.711 & 0.332 & 0.631 & 0.068 & \textbf{0.737}\\ +\verb+gdp_croatia+ & 0.605 & 0.605 & 0.642 & 0.655 & 0.642 & \textbf{0.708} & 0.108 & 0.605 & \textbf{0.708} & 0.655 & 0.353 & 0.605 & 0.108 & \textbf{0.708}\\ +\verb+gdp_iran+ & 0.484 & 0.477 & 0.520 & 0.580 & 0.448 & \textbf{0.583} & 0.062 & 0.477 & \textbf{0.583} & 0.580 & 0.248 & 0.503 & 0.066 & \textbf{0.583}\\ +\verb+gdp_japan+ & 0.654 & 0.654 & 0.578 & 0.644 & 0.522 & \textbf{0.802} & 0.041 & 0.654 & \textbf{0.802} & 0.645 & 0.269 & 0.654 & 0.048 & \textbf{0.802}\\ +\verb+global_co2+ & 0.743 & 0.748 & 0.640 & 0.738 & 0.313 & 0.535 & 0.173 & 0.638 & 0.284 & 0.745 & 0.368 & 0.634 & 0.187 & \textbf{0.758}\\ +\verb+homeruns+ & \textbf{0.683} & \textbf{0.683} & 0.526 & 0.677 & 0.516 & 0.611 & 0.047 & \textbf{0.683} & 0.574 & 0.554 & 0.354 & 0.590 & 0.312 & 0.511\\ +\verb+iceland_tourism+ & 0.764 & 0.764 & 0.595 & 0.616 & 0.383 & 0.382 & 0.017 & 0.764 & 0.453 & 0.855 & 0.293 & 0.650 & 0.512 & \textbf{0.946}\\ +\verb+jfk_passengers+ & \textbf{0.839} & \textbf{0.839} & 0.541 & 0.831 & 0.561 & 0.438 & 0.008 & \textbf{0.839} & 0.373 & 0.628 & 0.264 & 0.791 & 0.409 & 0.630\\ +\verb+lga_passengers+ & 0.427 & 0.458 & 0.496 & 0.444 & 0.473 & 0.386 & 0.013 & 0.474 & 0.434 & 0.382 & 0.412 & \textbf{0.543} & 0.477 & 0.383\\ +\verb+measles+ & \textbf{0.951} & \textbf{0.951} & 0.081 & 0.255 & 0.098 & 0.060 & 0.005 & 0.213 & 0.603 & 0.296 & 0.046 & 0.367 & 0.081 & \textbf{0.951}\\ +\verb+nile+ & 0.880 & 0.880 & \textbf{0.888} & 0.870 & 0.880 & 0.857 & 0.032 & 0.880 & 0.758 & 0.753 & 0.880 & 0.880 & 0.880 & 0.758\\ +\verb+ozone+ & \textbf{0.701} & 0.600 & 0.602 & 0.560 & 0.441 & 0.574 & 0.070 & 0.635 & 0.574 & 0.577 & 0.309 & 0.627 & 0.070 & 0.574\\ +\verb+quality_control_1+ & \textbf{0.992} & \textbf{0.992} & 0.887 & 0.982 & 0.683 & 0.620 & 0.010 & \textbf{0.992} & 0.693 & 0.990 & 0.655 & \textbf{0.992} & 0.687 & 0.503\\ +\verb+quality_control_2+ & 0.922 & 0.922 & \textbf{0.927} & 0.921 & 0.922 & 0.927 & 0.010 & 0.922 & 0.723 & 0.912 & 0.922 & 0.922 & 0.922 & 0.638\\ +\verb+quality_control_3+ & 0.996 & 0.996 & \textbf{0.997} & 0.977 & 0.831 & \textbf{0.997} & 0.008 & 0.996 & 0.500 & 0.743 & 0.658 & 0.996 & 0.996 & 0.500\\ +\verb+quality_control_4+ & 0.563 & 0.518 & 0.511 & 0.670 & 0.481 & 0.257 & 0.009 & 0.538 & 0.508 & 0.661 & 0.059 & 0.538 & 0.080 & \textbf{0.673}\\ +\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & 0.006 & \textbf{1.000} & \textbf{1.000} & 0.994 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ +\verb+rail_lines+ & \textbf{0.786} & \textbf{0.786} & 0.767 & 0.416 & 0.738 & 0.428 & 0.103 & \textbf{0.786} & 0.534 & 0.416 & 0.439 & \textbf{0.786} & 0.103 & 0.428\\ +\verb+ratner_stock+ & 0.873 & 0.913 & 0.796 & 0.866 & 0.380 & 0.185 & 0.021 & 0.908 & 0.444 & 0.862 & 0.162 & \textbf{0.914} & 0.176 & 0.450\\ +\verb+robocalls+ & 0.641 & 0.641 & \textbf{0.808} & 0.622 & 0.677 & 0.601 & 0.069 & 0.641 & 0.601 & 0.607 & 0.447 & 0.760 & 0.069 & 0.601\\ +\verb+scanline_126007+ & 0.519 & 0.464 & 0.346 & 0.433 & 0.433 & 0.327 & 0.025 & 0.444 & 0.503 & F & 0.316 & \textbf{0.567} & 0.263 & 0.503\\ +\verb+scanline_42049+ & 0.424 & 0.631 & \textbf{0.892} & 0.832 & 0.529 & 0.490 & 0.121 & 0.745 & 0.441 & 0.421 & 0.257 & 0.730 & 0.432 & 0.211\\ +\verb+seatbelts+ & 0.683 & \textbf{0.797} & 0.757 & 0.526 & 0.750 & 0.615 & 0.020 & \textbf{0.797} & 0.628 & 0.526 & 0.484 & 0.765 & 0.727 & 0.528\\ +\verb+shanghai_license+ & \textbf{0.920} & \textbf{0.920} & 0.856 & 0.616 & 0.474 & 0.518 & 0.020 & \textbf{0.920} & 0.768 & 0.754 & 0.381 & 0.826 & 0.209 & 0.547\\ +\verb+uk_coal_employ+ & M & M & M & 0.429 & M & 0.356 & 0.356 & M & \textbf{0.481} & M & M & M & M & 0.356\\ +\verb+unemployment_nl+ & 0.507 & \textbf{0.669} & 0.495 & 0.570 & 0.503 & 0.470 & 0.039 & 0.648 & 0.507 & 0.539 & 0.243 & 0.648 & 0.222 & 0.507\\ +\verb+us_population+ & 0.736 & 0.391 & 0.219 & 0.801 & 0.391 & 0.089 & 0.003 & 0.506 & 0.096 & 0.555 & \textbf{0.803} & 0.307 & 0.043 & \textbf{0.803}\\ +\verb+usd_isk+ & 0.853 & 0.735 & 0.672 & \textbf{0.866} & 0.480 & 0.616 & 0.023 & 0.730 & 0.436 & 0.582 & 0.163 & 0.730 & 0.194 & 0.436\\ +\verb+well_log+ & 0.453 & 0.695 & 0.776 & 0.778 & 0.772 & 0.601 & 0.020 & 0.679 & 0.411 & 0.665 & \textbf{0.787} & 0.647 & 0.719 & 0.225\\ \hline -\verb+apple+ & & & 0.365 & 0.298 & & 0.305 & 0.007 & & & \textbf{0.424} & & & \\ -\verb+bee_waggle_6+ & & & 0.089 & \textbf{0.887} & & 0.116 & 0.004 & & & 0.277 & & & \\ -\verb+occupancy+ & & & \textbf{0.549} & 0.459 & & 0.530 & 0.050 & & & 0.467 & & & \\ -\verb+run_log+ & & & \textbf{0.815} & 0.302 & & 0.657 & 0.128 & & & 0.439 & & & \\ +\verb+apple+ & & & 0.365 & 0.298 & & 0.305 & 0.007 & & & 0.424 & & & & \textbf{0.425}\\ +\verb+bee_waggle_6+ & & & 0.089 & 0.887 & & 0.116 & 0.004 & & & 0.277 & & & & \textbf{0.891}\\ +\verb+occupancy+ & & & \textbf{0.549} & 0.459 & & 0.530 & 0.050 & & & 0.467 & & & & 0.236\\ +\verb+run_log+ & & & \textbf{0.815} & 0.302 & & 0.657 & 0.128 & & & 0.439 & & & & 0.304\\ \hline \end{tabular} diff --git a/analysis/output/tables/default_cover_multi_avg.json b/analysis/output/tables/default_cover_multi_avg.json index aa366c77..b54d1edb 100644 --- a/analysis/output/tables/default_cover_multi_avg.json +++ b/analysis/output/tables/default_cover_multi_avg.json @@ -3,5 +3,6 @@ "bocpdms": 0.4864318292271028, "ecp": 0.4021031859847961, "kcpa": 0.04727702480450509, - "rbocpdms": 0.401669621852949 + "rbocpdms": 0.401669621852949, + "zero": 0.4637232698241863 } diff --git a/analysis/output/tables/default_cover_uni_avg.json b/analysis/output/tables/default_cover_uni_avg.json index 4a7cfbc0..41dc2f02 100644 --- a/analysis/output/tables/default_cover_uni_avg.json +++ b/analysis/output/tables/default_cover_uni_avg.json @@ -11,5 +11,6 @@ "rbocpdms": 0.6286231930391138, "rfpop": 0.3924266117800921, "segneigh": 0.6764096097701927, - "wbs": 0.33020552818738097 + "wbs": 0.33020552818738097, + "zero": 0.5827265439457162 } diff --git a/analysis/output/tables/default_cover_uni_full.json b/analysis/output/tables/default_cover_uni_full.json index f7ab986c..5adf060a 100644 --- a/analysis/output/tables/default_cover_uni_full.json +++ b/analysis/output/tables/default_cover_uni_full.json @@ -12,7 +12,8 @@ "rbocpdms": 0.6437177280550774, "rfpop": 0.03614457831325301, "segneigh": 0.5094664371772806, - "wbs": 0.04819277108433735 + "wbs": 0.04819277108433735, + "zero": 1.0 }, "bitcoin": { "amoc": 0.7640203902798164, @@ -27,7 +28,8 @@ "rbocpdms": null, "rfpop": 0.16794573643410854, "segneigh": 0.7578205983414553, - "wbs": 0.30427371278062215 + "wbs": 0.30427371278062215, + "zero": 0.5162283249537621 }, "brent_spot": { "amoc": 0.4230248210766188, @@ -42,7 +44,8 @@ "rbocpdms": 0.5037745159441209, "rfpop": 0.2245109918238161, "segneigh": 0.6302231408438572, - "wbs": 0.2423388612346077 + "wbs": 0.2423388612346077, + "zero": 0.2658176 }, "businv": { "amoc": 0.5735800041718168, @@ -57,7 +60,8 @@ "rbocpdms": 0.5594393757648455, "rfpop": 0.1227128427128427, "segneigh": 0.4939817887561099, - "wbs": 0.10775757575757576 + "wbs": 0.10775757575757576, + "zero": 0.46094765840220386 }, "centralia": { "amoc": 0.6746666666666667, @@ -72,7 +76,8 @@ "rbocpdms": 0.6235897435897436, "rfpop": 0.5283549783549784, "segneigh": 0.5635978835978837, - "wbs": 0.2533333333333333 + "wbs": 0.2533333333333333, + "zero": 0.6746666666666667 }, "children_per_woman": { "amoc": 0.7982556272643626, @@ -87,7 +92,8 @@ "rbocpdms": 0.7450730329440133, "rfpop": 0.15409241920869826, "segneigh": 0.7706794496729777, - "wbs": 0.18586194167589518 + "wbs": 0.18586194167589518, + "zero": 0.42910563901060694 }, "co2_canada": { "amoc": 0.5267191888742934, @@ -102,7 +108,8 @@ "rbocpdms": 0.4318949994064788, "rfpop": 0.4966352996448755, "segneigh": 0.6116861151339248, - "wbs": 0.4798062015503876 + "wbs": 0.4798062015503876, + "zero": 0.2775684153596538 }, "construction": { "amoc": 0.5252008018620421, @@ -117,7 +124,8 @@ "rbocpdms": 0.5814556430390202, "rfpop": 0.09153605015673981, "segneigh": 0.4227346947723124, - "wbs": 0.19799813012154208 + "wbs": 0.19799813012154208, + "zero": 0.5746032369964917 }, "debt_ireland": { "amoc": 0.32063492063492066, @@ -132,7 +140,8 @@ "rbocpdms": 0.3060747105859888, "rfpop": 0.4888888888888888, "segneigh": 0.6346153846153847, - "wbs": 0.24761904761904757 + "wbs": 0.24761904761904757, + "zero": 0.32063492063492066 }, "gdp_argentina": { "amoc": 0.6674763588023808, @@ -147,7 +156,8 @@ "rbocpdms": 0.7110348407646522, "rfpop": 0.33232445520581116, "segneigh": 0.6307126868635891, - "wbs": 0.06779661016949154 + "wbs": 0.06779661016949154, + "zero": 0.737087043952887 }, "gdp_croatia": { "amoc": 0.6053921568627451, @@ -162,7 +172,8 @@ "rbocpdms": 0.6553030303030303, "rfpop": 0.35303030303030297, "segneigh": 0.6053921568627451, - "wbs": 0.10833333333333332 + "wbs": 0.10833333333333332, + "zero": 0.7083333333333333 }, "gdp_iran": { "amoc": 0.4840462863606043, @@ -177,7 +188,8 @@ "rbocpdms": 0.5796203499235604, "rfpop": 0.2482758620689655, "segneigh": 0.5026016676262982, - "wbs": 0.06551724137931034 + "wbs": 0.06551724137931034, + "zero": 0.582639714625446 }, "gdp_japan": { "amoc": 0.6538916256157635, @@ -192,7 +204,8 @@ "rbocpdms": 0.6450574712643679, "rfpop": 0.2689655172413793, "segneigh": 0.6538916256157635, - "wbs": 0.04827586206896552 + "wbs": 0.04827586206896552, + "zero": 0.802140309155767 }, "global_co2": { "amoc": 0.7431332769794309, @@ -207,7 +220,8 @@ "rbocpdms": 0.7448794088641374, "rfpop": 0.368040293040293, "segneigh": 0.6336752136752136, - "wbs": 0.18653846153846151 + "wbs": 0.18653846153846151, + "zero": 0.7583210059171598 }, "homeruns": { "amoc": 0.6826141913243321, @@ -222,7 +236,8 @@ "rbocpdms": 0.5536775196784558, "rfpop": 0.3544799362595973, "segneigh": 0.5897930346729432, - "wbs": 0.312395749260156 + "wbs": 0.312395749260156, + "zero": 0.5107153116920425 }, "iceland_tourism": { "amoc": 0.7638979209774363, @@ -237,7 +252,8 @@ "rbocpdms": 0.855306837216385, "rfpop": 0.2934673366834171, "segneigh": 0.64950392990594, - "wbs": 0.5115577889447236 + "wbs": 0.5115577889447236, + "zero": 0.9460215651119921 }, "jfk_passengers": { "amoc": 0.8392664497512488, @@ -252,7 +268,8 @@ "rbocpdms": 0.6280613288076384, "rfpop": 0.2635392267878656, "segneigh": 0.7912402844476574, - "wbs": 0.4092299704449237 + "wbs": 0.4092299704449237, + "zero": 0.6298433048433048 }, "lga_passengers": { "amoc": 0.42658426556475987, @@ -267,7 +284,8 @@ "rbocpdms": 0.3820562749389645, "rfpop": 0.4124458494321508, "segneigh": 0.5433669095513529, - "wbs": 0.4765206846034772 + "wbs": 0.4765206846034772, + "zero": 0.3830283439257799 }, "measles": { "amoc": 0.9511852891971232, @@ -282,7 +300,8 @@ "rbocpdms": 0.2955757079732796, "rfpop": 0.04641775983854692, "segneigh": 0.3672811400162438, - "wbs": 0.08052472250252271 + "wbs": 0.08052472250252271, + "zero": 0.9511852891971232 }, "nile": { "amoc": 0.8800821917808218, @@ -297,7 +316,8 @@ "rbocpdms": 0.7530677551020408, "rfpop": 0.8800821917808218, "segneigh": 0.8800821917808218, - "wbs": 0.8800821917808218 + "wbs": 0.8800821917808218, + "zero": 0.75808 }, "ozone": { "amoc": 0.7014814814814815, @@ -312,7 +332,8 @@ "rbocpdms": 0.5767841011743451, "rfpop": 0.3091358024691358, "segneigh": 0.6265993265993266, - "wbs": 0.07037037037037037 + "wbs": 0.07037037037037037, + "zero": 0.5736625514403293 }, "quality_control_1": { "amoc": 0.9923773726743093, @@ -327,7 +348,8 @@ "rbocpdms": 0.9898047935925793, "rfpop": 0.6549520766773163, "segneigh": 0.9923773726743093, - "wbs": 0.6869009584664537 + "wbs": 0.6869009584664537, + "zero": 0.5031081260398699 }, "quality_control_2": { "amoc": 0.9223181723701366, @@ -342,7 +364,8 @@ "rbocpdms": 0.9117848282084055, "rfpop": 0.9223181723701366, "segneigh": 0.9223181723701366, - "wbs": 0.9223181723701366 + "wbs": 0.9223181723701366, + "zero": 0.6382524441558766 }, "quality_control_3": { "amoc": 0.995645855133124, @@ -357,7 +380,8 @@ "rbocpdms": 0.7427601542355641, "rfpop": 0.6584699453551912, "segneigh": 0.995645855133124, - "wbs": 0.995645855133124 + "wbs": 0.995645855133124, + "zero": 0.5002717310161545 }, "quality_control_4": { "amoc": 0.5628594752186589, @@ -372,7 +396,8 @@ "rbocpdms": 0.6607725816700611, "rfpop": 0.0588, "segneigh": 0.5377566882818624, - "wbs": 0.07959999999999999 + "wbs": 0.07959999999999999, + "zero": 0.6727407999999999 }, "quality_control_5": { "amoc": 1.0, @@ -387,7 +412,8 @@ "rbocpdms": 0.9938461538461538, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 1.0 }, "rail_lines": { "amoc": 0.7863825363825364, @@ -402,7 +428,8 @@ "rbocpdms": 0.41634978607951584, "rfpop": 0.4391891891891892, "segneigh": 0.7863825363825364, - "wbs": 0.10270270270270272 + "wbs": 0.10270270270270272, + "zero": 0.4281957633308984 }, "ratner_stock": { "amoc": 0.8731931344496537, @@ -417,7 +444,8 @@ "rbocpdms": 0.8623978324781142, "rfpop": 0.1623333333333333, "segneigh": 0.9140453687993402, - "wbs": 0.17557142857142857 + "wbs": 0.17557142857142857, + "zero": 0.4503255555555555 }, "robocalls": { "amoc": 0.641011386803242, @@ -432,7 +460,8 @@ "rbocpdms": 0.6067692307692307, "rfpop": 0.4468370709750021, "segneigh": 0.7603878525125991, - "wbs": 0.06923076923076923 + "wbs": 0.06923076923076923, + "zero": 0.6005917159763314 }, "scanline_126007": { "amoc": 0.519425686423205, @@ -447,7 +476,8 @@ "rbocpdms": null, "rfpop": 0.3155288774231227, "segneigh": 0.5674532369803685, - "wbs": 0.26301202987142086 + "wbs": 0.26301202987142086, + "zero": 0.5027199917012807 }, "scanline_42049": { "amoc": 0.42402749280674296, @@ -462,7 +492,8 @@ "rbocpdms": 0.4207584200548333, "rfpop": 0.2572545092059262, "segneigh": 0.7297414014592061, - "wbs": 0.4320485484333056 + "wbs": 0.4320485484333056, + "zero": 0.2112845293718475 }, "seatbelts": { "amoc": 0.6825404441929043, @@ -477,7 +508,8 @@ "rbocpdms": 0.5262925461440059, "rfpop": 0.48429166666666673, "segneigh": 0.7654780268915077, - "wbs": 0.727164100252578 + "wbs": 0.727164100252578, + "zero": 0.5283637152777778 }, "shanghai_license": { "amoc": 0.9196947071511531, @@ -492,7 +524,8 @@ "rbocpdms": 0.7543980157704533, "rfpop": 0.38054693274205464, "segneigh": 0.8264951553625124, - "wbs": 0.20883961566888395 + "wbs": 0.20883961566888395, + "zero": 0.5470886377156454 }, "uk_coal_employ": { "amoc": null, @@ -507,7 +540,8 @@ "rbocpdms": null, "rfpop": null, "segneigh": null, - "wbs": null + "wbs": null, + "zero": 0.35648072562358274 }, "unemployment_nl": { "amoc": 0.5065595248493318, @@ -522,7 +556,8 @@ "rbocpdms": 0.5385050140609804, "rfpop": 0.24328043451875225, "segneigh": 0.6483671445199073, - "wbs": 0.2216065865598576 + "wbs": 0.2216065865598576, + "zero": 0.5065595248493318 }, "us_population": { "amoc": 0.7355460811775691, @@ -537,7 +572,8 @@ "rbocpdms": 0.554656862745098, "rfpop": 0.8033761053440983, "segneigh": 0.3073529411764706, - "wbs": 0.04264705882352941 + "wbs": 0.04264705882352941, + "zero": 0.8033761053440983 }, "usd_isk": { "amoc": 0.8527794314919734, @@ -552,7 +588,8 @@ "rbocpdms": 0.5821701480650142, "rfpop": 0.16304945054945055, "segneigh": 0.7303371792260955, - "wbs": 0.19410063620589937 + "wbs": 0.19410063620589937, + "zero": 0.43629300594994175 }, "well_log": { "amoc": 0.4527947707232932, @@ -567,6 +604,7 @@ "rbocpdms": 0.6651010133088289, "rfpop": 0.7871519424337239, "segneigh": 0.6465255849795147, - "wbs": 0.7187662053663793 + "wbs": 0.7187662053663793, + "zero": 0.22457547325102878 } } diff --git a/analysis/output/tables/default_f1_combined_full.tex b/analysis/output/tables/default_f1_combined_full.tex index dcb00e21..4816db2d 100644 --- a/analysis/output/tables/default_f1_combined_full.tex +++ b/analysis/output/tables/default_f1_combined_full.tex @@ -1,48 +1,48 @@ -\begin{tabular}{lccccccccccccc} -Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs}\\ +\begin{tabular}{lcccccccccccccc} +Dataset & \textsc{amoc} & \textsc{binseg} & \textsc{bocpd} & \textsc{bocpdms} & \textsc{cpnp} & \textsc{ecp} & \textsc{kcpa} & \textsc{pelt} & \textsc{prophet} & \textsc{rbocpdms} & \textsc{rfpop} & \textsc{segneigh} & \textsc{wbs} & \textsc{zero}\\ \hline -\verb+bank+ & \textbf{0.667} & 0.400 & 0.047 & 0.118 & 0.044 & 0.154 & 0.008 & 0.400 & 0.154 & 0.333 & 0.015 & 0.333 & 0.039\\ -\verb+bitcoin+ & 0.367 & 0.278 & \textbf{0.550} & 0.269 & 0.402 & 0.285 & 0.044 & 0.473 & 0.354 & F & 0.186 & 0.473 & 0.279\\ -\verb+brent_spot+ & 0.272 & 0.416 & 0.387 & 0.239 & \textbf{0.555} & 0.418 & 0.048 & 0.402 & 0.173 & 0.321 & 0.375 & 0.366 & 0.354\\ -\verb+businv+ & \textbf{0.455} & 0.370 & 0.270 & 0.370 & 0.304 & 0.179 & 0.024 & 0.370 & 0.275 & 0.312 & 0.170 & 0.312 & 0.188\\ -\verb+centralia+ & \textbf{0.763} & 0.625 & 0.625 & 0.595 & 0.625 & \textbf{0.763} & 0.200 & 0.625 & \textbf{0.763} & 0.458 & 0.400 & 0.625 & 0.143\\ -\verb+children_per_woman+ & 0.472 & 0.472 & \textbf{0.525} & 0.337 & 0.208 & 0.216 & 0.026 & 0.472 & 0.310 & 0.288 & 0.113 & 0.337 & 0.111\\ -\verb+co2_canada+ & 0.544 & 0.691 & 0.619 & 0.265 & 0.578 & \textbf{0.817} & 0.107 & 0.661 & 0.482 & 0.381 & 0.407 & 0.661 & 0.356\\ -\verb+construction+ & 0.516 & \textbf{0.547} & 0.481 & 0.410 & 0.359 & 0.430 & 0.019 & \textbf{0.547} & 0.324 & 0.480 & 0.115 & \textbf{0.547} & 0.248\\ -\verb+debt_ireland+ & 0.469 & \textbf{0.760} & \textbf{0.760} & 0.611 & \textbf{0.760} & 0.469 & 0.261 & \textbf{0.760} & 0.469 & 0.530 & 0.462 & \textbf{0.760} & 0.273\\ -\verb+gdp_argentina+ & 0.889 & 0.889 & \textbf{0.947} & 0.583 & 0.818 & 0.824 & 0.131 & 0.889 & 0.615 & 0.452 & 0.571 & \textbf{0.947} & 0.148\\ -\verb+gdp_croatia+ & 0.583 & 0.583 & \textbf{1.000} & 0.583 & \textbf{1.000} & 0.824 & 0.160 & 0.583 & 0.824 & 0.452 & 0.400 & 0.583 & 0.167\\ -\verb+gdp_iran+ & 0.492 & 0.492 & 0.424 & 0.492 & 0.330 & \textbf{0.652} & 0.100 & 0.492 & \textbf{0.652} & 0.395 & 0.316 & 0.395 & 0.113\\ -\verb+gdp_japan+ & 0.615 & 0.615 & 0.800 & 0.471 & 0.667 & \textbf{0.889} & 0.068 & 0.615 & \textbf{0.889} & 0.667 & 0.190 & 0.615 & 0.077\\ -\verb+global_co2+ & \textbf{0.634} & \textbf{0.634} & 0.481 & 0.458 & 0.242 & 0.481 & 0.036 & 0.481 & 0.142 & 0.458 & 0.110 & 0.481 & 0.038\\ -\verb+homeruns+ & \textbf{0.577} & \textbf{0.577} & 0.370 & 0.356 & 0.301 & 0.448 & 0.018 & \textbf{0.577} & 0.218 & 0.337 & 0.133 & 0.397 & 0.100\\ -\verb+iceland_tourism+ & \textbf{0.643} & \textbf{0.643} & 0.486 & 0.391 & 0.391 & 0.391 & 0.010 & \textbf{0.643} & 0.220 & 0.400 & 0.105 & 0.486 & 0.105\\ -\verb+jfk_passengers+ & \textbf{0.559} & \textbf{0.559} & 0.264 & 0.358 & 0.430 & 0.264 & 0.009 & \textbf{0.559} & 0.354 & 0.347 & 0.189 & 0.437 & 0.264\\ -\verb+lga_passengers+ & \textbf{0.422} & 0.305 & 0.399 & 0.297 & 0.264 & 0.392 & 0.021 & 0.305 & 0.366 & 0.348 & 0.262 & 0.264 & 0.245\\ -\verb+measles+ & \textbf{0.947} & \textbf{0.947} & 0.069 & 0.124 & 0.118 & 0.069 & 0.004 & 0.124 & 0.391 & 0.117 & 0.030 & 0.327 & 0.039\\ -\verb+nile+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.800 & \textbf{1.000} & \textbf{1.000} & 0.040 & \textbf{1.000} & 0.824 & 0.452 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+ozone+ & 0.531 & 0.650 & 0.650 & 0.531 & 0.750 & 0.723 & 0.109 & \textbf{1.000} & 0.723 & 0.559 & 0.375 & \textbf{1.000} & 0.113\\ -\verb+quality_control_1+ & \textbf{1.000} & \textbf{1.000} & 0.800 & 0.667 & 0.667 & 0.667 & 0.013 & \textbf{1.000} & 0.500 & 0.667 & 0.667 & \textbf{1.000} & 0.571\\ -\verb+quality_control_2+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & \textbf{1.000} & \textbf{1.000} & 0.014 & \textbf{1.000} & 0.545 & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+quality_control_3+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & 0.571 & \textbf{1.000} & 0.011 & \textbf{1.000} & 0.667 & 0.333 & 0.286 & \textbf{1.000} & \textbf{1.000}\\ -\verb+quality_control_4+ & \textbf{0.576} & 0.565 & 0.397 & 0.438 & 0.361 & 0.282 & 0.008 & 0.558 & 0.191 & 0.360 & 0.073 & 0.558 & 0.077\\ -\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & 0.006 & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ -\verb+rail_lines+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.349 & 0.778 & 0.537 & 0.105 & \textbf{0.846} & 0.423 & 0.349 & 0.333 & \textbf{0.846} & 0.108\\ -\verb+ratner_stock+ & \textbf{0.776} & 0.683 & 0.526 & 0.333 & 0.126 & 0.201 & 0.013 & 0.650 & 0.280 & 0.559 & 0.092 & 0.683 & 0.115\\ -\verb+robocalls+ & 0.800 & 0.800 & \textbf{0.966} & 0.516 & 0.832 & 0.636 & 0.111 & 0.800 & 0.636 & 0.410 & 0.500 & \textbf{0.966} & 0.113\\ -\verb+scanline_126007+ & 0.524 & 0.259 & 0.220 & 0.379 & 0.233 & 0.300 & 0.009 & 0.188 & \textbf{0.644} & F & 0.097 & 0.297 & 0.078\\ -\verb+scanline_42049+ & 0.485 & 0.713 & \textbf{0.962} & 0.735 & 0.608 & 0.580 & 0.063 & 0.744 & 0.202 & 0.390 & 0.262 & 0.684 & 0.276\\ -\verb+seatbelts+ & 0.474 & \textbf{0.683} & 0.583 & 0.383 & 0.509 & 0.321 & 0.041 & \textbf{0.683} & 0.452 & 0.383 & 0.396 & 0.583 & 0.583\\ -\verb+shanghai_license+ & \textbf{0.605} & \textbf{0.605} & 0.465 & 0.491 & 0.437 & 0.541 & 0.029 & \textbf{0.605} & 0.532 & 0.326 & 0.231 & 0.465 & 0.130\\ -\verb+uk_coal_employ+ & M & M & M & 0.495 & M & 0.513 & 0.513 & M & \textbf{0.551} & M & M & M & M\\ -\verb+unemployment_nl+ & 0.566 & \textbf{0.876} & 0.610 & 0.592 & 0.610 & 0.620 & 0.093 & 0.773 & 0.566 & 0.495 & 0.466 & 0.773 & 0.397\\ -\verb+us_population+ & \textbf{1.000} & 0.667 & 0.216 & 0.471 & 0.216 & 0.174 & 0.005 & 0.471 & 0.159 & 0.242 & 0.889 & 0.320 & 0.077\\ -\verb+usd_isk+ & \textbf{0.785} & 0.657 & 0.609 & 0.678 & 0.409 & 0.518 & 0.024 & 0.657 & 0.489 & 0.282 & 0.167 & 0.657 & 0.188\\ -\verb+well_log+ & 0.279 & 0.534 & 0.796 & 0.769 & 0.822 & 0.818 & 0.052 & 0.555 & 0.149 & 0.578 & \textbf{0.923} & 0.485 & 0.724\\ +\verb+bank+ & 0.667 & 0.400 & 0.047 & 0.118 & 0.044 & 0.154 & 0.008 & 0.400 & 0.154 & 0.333 & 0.015 & 0.333 & 0.039 & \textbf{1.000}\\ +\verb+bitcoin+ & 0.367 & 0.278 & \textbf{0.550} & 0.269 & 0.402 & 0.285 & 0.044 & 0.473 & 0.354 & F & 0.186 & 0.473 & 0.279 & 0.450\\ +\verb+brent_spot+ & 0.272 & 0.416 & 0.387 & 0.239 & \textbf{0.555} & 0.418 & 0.048 & 0.402 & 0.173 & 0.321 & 0.375 & 0.366 & 0.354 & 0.315\\ +\verb+businv+ & 0.455 & 0.370 & 0.270 & 0.370 & 0.304 & 0.179 & 0.024 & 0.370 & 0.275 & 0.312 & 0.170 & 0.312 & 0.188 & \textbf{0.588}\\ +\verb+centralia+ & \textbf{0.763} & 0.625 & 0.625 & 0.595 & 0.625 & \textbf{0.763} & 0.200 & 0.625 & \textbf{0.763} & 0.458 & 0.400 & 0.625 & 0.143 & \textbf{0.763}\\ +\verb+children_per_woman+ & 0.472 & 0.472 & \textbf{0.525} & 0.337 & 0.208 & 0.216 & 0.026 & 0.472 & 0.310 & 0.288 & 0.113 & 0.337 & 0.111 & 0.507\\ +\verb+co2_canada+ & 0.544 & 0.691 & 0.619 & 0.265 & 0.578 & \textbf{0.817} & 0.107 & 0.661 & 0.482 & 0.381 & 0.407 & 0.661 & 0.356 & 0.361\\ +\verb+construction+ & 0.516 & 0.547 & 0.481 & 0.410 & 0.359 & 0.430 & 0.019 & 0.547 & 0.324 & 0.480 & 0.115 & 0.547 & 0.248 & \textbf{0.696}\\ +\verb+debt_ireland+ & 0.469 & \textbf{0.760} & \textbf{0.760} & 0.611 & \textbf{0.760} & 0.469 & 0.261 & \textbf{0.760} & 0.469 & 0.530 & 0.462 & \textbf{0.760} & 0.273 & 0.469\\ +\verb+gdp_argentina+ & 0.889 & 0.889 & \textbf{0.947} & 0.583 & 0.818 & 0.824 & 0.131 & 0.889 & 0.615 & 0.452 & 0.571 & \textbf{0.947} & 0.148 & 0.824\\ +\verb+gdp_croatia+ & 0.583 & 0.583 & \textbf{1.000} & 0.583 & \textbf{1.000} & 0.824 & 0.160 & 0.583 & 0.824 & 0.452 & 0.400 & 0.583 & 0.167 & 0.824\\ +\verb+gdp_iran+ & 0.492 & 0.492 & 0.424 & 0.492 & 0.330 & \textbf{0.652} & 0.100 & 0.492 & \textbf{0.652} & 0.395 & 0.316 & 0.395 & 0.113 & \textbf{0.652}\\ +\verb+gdp_japan+ & 0.615 & 0.615 & 0.800 & 0.471 & 0.667 & \textbf{0.889} & 0.068 & 0.615 & \textbf{0.889} & 0.667 & 0.190 & 0.615 & 0.077 & \textbf{0.889}\\ +\verb+global_co2+ & 0.634 & 0.634 & 0.481 & 0.458 & 0.242 & 0.481 & 0.036 & 0.481 & 0.142 & 0.458 & 0.110 & 0.481 & 0.038 & \textbf{0.846}\\ +\verb+homeruns+ & 0.577 & 0.577 & 0.370 & 0.356 & 0.301 & 0.448 & 0.018 & 0.577 & 0.218 & 0.337 & 0.133 & 0.397 & 0.100 & \textbf{0.659}\\ +\verb+iceland_tourism+ & 0.643 & 0.643 & 0.486 & 0.391 & 0.391 & 0.391 & 0.010 & 0.643 & 0.220 & 0.400 & 0.105 & 0.486 & 0.105 & \textbf{0.947}\\ +\verb+jfk_passengers+ & 0.559 & 0.559 & 0.264 & 0.358 & 0.430 & 0.264 & 0.009 & 0.559 & 0.354 & 0.347 & 0.189 & 0.437 & 0.264 & \textbf{0.723}\\ +\verb+lga_passengers+ & 0.422 & 0.305 & 0.399 & 0.297 & 0.264 & 0.392 & 0.021 & 0.305 & 0.366 & 0.348 & 0.262 & 0.264 & 0.245 & \textbf{0.535}\\ +\verb+measles+ & \textbf{0.947} & \textbf{0.947} & 0.069 & 0.124 & 0.118 & 0.069 & 0.004 & 0.124 & 0.391 & 0.117 & 0.030 & 0.327 & 0.039 & \textbf{0.947}\\ +\verb+nile+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.800 & \textbf{1.000} & \textbf{1.000} & 0.040 & \textbf{1.000} & 0.824 & 0.452 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.824\\ +\verb+ozone+ & 0.531 & 0.650 & 0.650 & 0.531 & 0.750 & 0.723 & 0.109 & \textbf{1.000} & 0.723 & 0.559 & 0.375 & \textbf{1.000} & 0.113 & 0.723\\ +\verb+quality_control_1+ & \textbf{1.000} & \textbf{1.000} & 0.800 & 0.667 & 0.667 & 0.667 & 0.013 & \textbf{1.000} & 0.500 & 0.667 & 0.667 & \textbf{1.000} & 0.571 & 0.667\\ +\verb+quality_control_2+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & \textbf{1.000} & \textbf{1.000} & 0.014 & \textbf{1.000} & 0.545 & 0.667 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.750\\ +\verb+quality_control_3+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.667 & 0.571 & \textbf{1.000} & 0.011 & \textbf{1.000} & 0.667 & 0.333 & 0.286 & \textbf{1.000} & \textbf{1.000} & 0.667\\ +\verb+quality_control_4+ & 0.576 & 0.565 & 0.397 & 0.438 & 0.361 & 0.282 & 0.008 & 0.558 & 0.191 & 0.360 & 0.073 & 0.558 & 0.077 & \textbf{0.780}\\ +\verb+quality_control_5+ & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & 0.006 & \textbf{1.000} & \textbf{1.000} & 0.500 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000}\\ +\verb+rail_lines+ & \textbf{0.846} & \textbf{0.846} & \textbf{0.846} & 0.349 & 0.778 & 0.537 & 0.105 & \textbf{0.846} & 0.423 & 0.349 & 0.333 & \textbf{0.846} & 0.108 & 0.537\\ +\verb+ratner_stock+ & \textbf{0.776} & 0.683 & 0.526 & 0.333 & 0.126 & 0.201 & 0.013 & 0.650 & 0.280 & 0.559 & 0.092 & 0.683 & 0.115 & 0.571\\ +\verb+robocalls+ & 0.800 & 0.800 & \textbf{0.966} & 0.516 & 0.832 & 0.636 & 0.111 & 0.800 & 0.636 & 0.410 & 0.500 & \textbf{0.966} & 0.113 & 0.636\\ +\verb+scanline_126007+ & 0.524 & 0.259 & 0.220 & 0.379 & 0.233 & 0.300 & 0.009 & 0.188 & \textbf{0.644} & F & 0.097 & 0.297 & 0.078 & \textbf{0.644}\\ +\verb+scanline_42049+ & 0.485 & 0.713 & \textbf{0.962} & 0.735 & 0.608 & 0.580 & 0.063 & 0.744 & 0.202 & 0.390 & 0.262 & 0.684 & 0.276 & 0.276\\ +\verb+seatbelts+ & 0.474 & \textbf{0.683} & 0.583 & 0.383 & 0.509 & 0.321 & 0.041 & \textbf{0.683} & 0.452 & 0.383 & 0.396 & 0.583 & 0.583 & 0.621\\ +\verb+shanghai_license+ & 0.605 & 0.605 & 0.465 & 0.491 & 0.437 & 0.541 & 0.029 & 0.605 & 0.532 & 0.326 & 0.231 & 0.465 & 0.130 & \textbf{0.636}\\ +\verb+uk_coal_employ+ & M & M & M & 0.495 & M & 0.513 & 0.513 & M & \textbf{0.551} & M & M & M & M & 0.513\\ +\verb+unemployment_nl+ & 0.566 & \textbf{0.876} & 0.610 & 0.592 & 0.610 & 0.620 & 0.093 & 0.773 & 0.566 & 0.495 & 0.466 & 0.773 & 0.397 & 0.566\\ +\verb+us_population+ & \textbf{1.000} & 0.667 & 0.216 & 0.471 & 0.216 & 0.174 & 0.005 & 0.471 & 0.159 & 0.242 & 0.889 & 0.320 & 0.077 & 0.889\\ +\verb+usd_isk+ & \textbf{0.785} & 0.657 & 0.609 & 0.678 & 0.409 & 0.518 & 0.024 & 0.657 & 0.489 & 0.282 & 0.167 & 0.657 & 0.188 & 0.489\\ +\verb+well_log+ & 0.279 & 0.534 & 0.796 & 0.769 & 0.822 & 0.818 & 0.052 & 0.555 & 0.149 & 0.578 & \textbf{0.923} & 0.485 & 0.724 & 0.237\\ \hline -\verb+apple+ & & & 0.247 & 0.142 & & 0.247 & 0.006 & & & \textbf{0.373} & & & \\ -\verb+bee_waggle_6+ & & & 0.062 & \textbf{0.481} & & 0.124 & 0.003 & & & 0.218 & & & \\ -\verb+occupancy+ & & & 0.259 & 0.203 & & \textbf{0.387} & 0.015 & & & 0.163 & & & \\ -\verb+run_log+ & & & 0.182 & \textbf{0.319} & & 0.195 & 0.014 & & & 0.244 & & & \\ +\verb+apple+ & & & 0.247 & 0.142 & & 0.247 & 0.006 & & & 0.373 & & & & \textbf{0.594}\\ +\verb+bee_waggle_6+ & & & 0.062 & 0.481 & & 0.124 & 0.003 & & & 0.218 & & & & \textbf{0.929}\\ +\verb+occupancy+ & & & 0.259 & 0.203 & & \textbf{0.387} & 0.015 & & & 0.163 & & & & 0.341\\ +\verb+run_log+ & & & 0.182 & 0.319 & & 0.195 & 0.014 & & & 0.244 & & & & \textbf{0.446}\\ \hline \end{tabular} diff --git a/analysis/output/tables/default_f1_multi_avg.json b/analysis/output/tables/default_f1_multi_avg.json index 1c5dd041..f90a9d2b 100644 --- a/analysis/output/tables/default_f1_multi_avg.json +++ b/analysis/output/tables/default_f1_multi_avg.json @@ -3,5 +3,6 @@ "bocpdms": 0.2863800722335245, "ecp": 0.23828457433188238, "kcpa": 0.009455518272524471, - "rbocpdms": 0.24971838871416588 + "rbocpdms": 0.24971838871416588, + "zero": 0.5771739603118445 } diff --git a/analysis/output/tables/default_f1_uni_avg.json b/analysis/output/tables/default_f1_uni_avg.json index 6b62cd02..cec60f43 100644 --- a/analysis/output/tables/default_f1_uni_avg.json +++ b/analysis/output/tables/default_f1_uni_avg.json @@ -11,5 +11,6 @@ "rbocpdms": 0.4179119126195535, "rfpop": 0.3720949663003199, "segneigh": 0.6255775512246301, - "wbs": 0.29950025277506126 + "wbs": 0.29950025277506126, + "zero": 0.6689673850347647 } diff --git a/analysis/output/tables/default_f1_uni_full.json b/analysis/output/tables/default_f1_uni_full.json index f684e7a6..4cf72c98 100644 --- a/analysis/output/tables/default_f1_uni_full.json +++ b/analysis/output/tables/default_f1_uni_full.json @@ -12,7 +12,8 @@ "rbocpdms": 0.33333333333333337, "rfpop": 0.015151515151515152, "segneigh": 0.33333333333333337, - "wbs": 0.0392156862745098 + "wbs": 0.0392156862745098, + "zero": 1.0 }, "bitcoin": { "amoc": 0.36708860759493667, @@ -27,7 +28,8 @@ "rbocpdms": null, "rfpop": 0.18628719275549807, "segneigh": 0.473469387755102, - "wbs": 0.27906976744186046 + "wbs": 0.27906976744186046, + "zero": 0.44961240310077516 }, "brent_spot": { "amoc": 0.27184466019417475, @@ -42,7 +44,8 @@ "rbocpdms": 0.3212669683257919, "rfpop": 0.37529530880863987, "segneigh": 0.3656108597285068, - "wbs": 0.35433628318584076 + "wbs": 0.35433628318584076, + "zero": 0.3146067415730337 }, "businv": { "amoc": 0.45454545454545453, @@ -57,7 +60,8 @@ "rbocpdms": 0.3125, "rfpop": 0.1702127659574468, "segneigh": 0.3125, - "wbs": 0.18848167539267016 + "wbs": 0.18848167539267016, + "zero": 0.5882352941176471 }, "centralia": { "amoc": 0.7628865979381444, @@ -72,7 +76,8 @@ "rbocpdms": 0.45833333333333337, "rfpop": 0.4, "segneigh": 0.625, - "wbs": 0.14285714285714288 + "wbs": 0.14285714285714288, + "zero": 0.7628865979381444 }, "children_per_woman": { "amoc": 0.47183098591549294, @@ -87,7 +92,8 @@ "rbocpdms": 0.288135593220339, "rfpop": 0.11320754716981131, "segneigh": 0.3366336633663366, - "wbs": 0.1111111111111111 + "wbs": 0.1111111111111111, + "zero": 0.5074626865671642 }, "co2_canada": { "amoc": 0.5441941074523396, @@ -102,7 +108,8 @@ "rbocpdms": 0.38053097345132747, "rfpop": 0.4065792855307119, "segneigh": 0.6613545816733067, - "wbs": 0.35555555555555557 + "wbs": 0.35555555555555557, + "zero": 0.36097560975609755 }, "construction": { "amoc": 0.5161290322580646, @@ -117,7 +124,8 @@ "rbocpdms": 0.48, "rfpop": 0.11538461538461538, "segneigh": 0.5473684210526316, - "wbs": 0.247787610619469 + "wbs": 0.247787610619469, + "zero": 0.6956521739130436 }, "debt_ireland": { "amoc": 0.4693877551020408, @@ -132,7 +140,8 @@ "rbocpdms": 0.5301204819277109, "rfpop": 0.4615384615384615, "segneigh": 0.7603305785123966, - "wbs": 0.2727272727272727 + "wbs": 0.2727272727272727, + "zero": 0.4693877551020408 }, "gdp_argentina": { "amoc": 0.888888888888889, @@ -147,7 +156,8 @@ "rbocpdms": 0.45161290322580644, "rfpop": 0.5714285714285715, "segneigh": 0.9473684210526316, - "wbs": 0.14814814814814814 + "wbs": 0.14814814814814814, + "zero": 0.8235294117647058 }, "gdp_croatia": { "amoc": 0.5833333333333333, @@ -162,7 +172,8 @@ "rbocpdms": 0.45161290322580644, "rfpop": 0.4, "segneigh": 0.5833333333333333, - "wbs": 0.16666666666666669 + "wbs": 0.16666666666666669, + "zero": 0.8235294117647058 }, "gdp_iran": { "amoc": 0.4915254237288136, @@ -177,7 +188,8 @@ "rbocpdms": 0.39455782312925175, "rfpop": 0.3157894736842105, "segneigh": 0.39455782312925175, - "wbs": 0.11320754716981131 + "wbs": 0.11320754716981131, + "zero": 0.651685393258427 }, "gdp_japan": { "amoc": 0.6153846153846154, @@ -192,7 +204,8 @@ "rbocpdms": 0.6666666666666666, "rfpop": 0.1904761904761905, "segneigh": 0.6153846153846154, - "wbs": 0.07692307692307693 + "wbs": 0.07692307692307693, + "zero": 0.888888888888889 }, "global_co2": { "amoc": 0.6341463414634146, @@ -207,7 +220,8 @@ "rbocpdms": 0.45833333333333337, "rfpop": 0.11016949152542373, "segneigh": 0.48148148148148145, - "wbs": 0.038461538461538464 + "wbs": 0.038461538461538464, + "zero": 0.8461538461538461 }, "homeruns": { "amoc": 0.5774647887323944, @@ -222,7 +236,8 @@ "rbocpdms": 0.33695652173913043, "rfpop": 0.13310580204778158, "segneigh": 0.3973063973063973, - "wbs": 0.1 + "wbs": 0.1, + "zero": 0.659217877094972 }, "iceland_tourism": { "amoc": 0.6428571428571429, @@ -237,7 +252,8 @@ "rbocpdms": 0.4, "rfpop": 0.10526315789473684, "segneigh": 0.48648648648648646, - "wbs": 0.10526315789473684 + "wbs": 0.10526315789473684, + "zero": 0.9473684210526316 }, "jfk_passengers": { "amoc": 0.5588235294117647, @@ -252,7 +268,8 @@ "rbocpdms": 0.3469387755102041, "rfpop": 0.18918918918918917, "segneigh": 0.43678160919540227, - "wbs": 0.2638888888888889 + "wbs": 0.2638888888888889, + "zero": 0.723404255319149 }, "lga_passengers": { "amoc": 0.42196531791907516, @@ -267,7 +284,8 @@ "rbocpdms": 0.34844868735083534, "rfpop": 0.26205331820760064, "segneigh": 0.26440677966101694, - "wbs": 0.24531170805879374 + "wbs": 0.24531170805879374, + "zero": 0.5347985347985348 }, "measles": { "amoc": 0.9473684210526316, @@ -282,7 +300,8 @@ "rbocpdms": 0.11688311688311688, "rfpop": 0.03007518796992481, "segneigh": 0.32727272727272727, - "wbs": 0.0391304347826087 + "wbs": 0.0391304347826087, + "zero": 0.9473684210526316 }, "nile": { "amoc": 1.0, @@ -297,7 +316,8 @@ "rbocpdms": 0.45161290322580644, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.8235294117647058 }, "ozone": { "amoc": 0.53125, @@ -312,7 +332,8 @@ "rbocpdms": 0.5588235294117647, "rfpop": 0.375, "segneigh": 1.0, - "wbs": 0.11320754716981131 + "wbs": 0.11320754716981131, + "zero": 0.723404255319149 }, "quality_control_1": { "amoc": 1.0, @@ -327,7 +348,8 @@ "rbocpdms": 0.6666666666666666, "rfpop": 0.6666666666666666, "segneigh": 1.0, - "wbs": 0.5714285714285715 + "wbs": 0.5714285714285715, + "zero": 0.6666666666666666 }, "quality_control_2": { "amoc": 1.0, @@ -342,7 +364,8 @@ "rbocpdms": 0.6666666666666666, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.7500000000000001 }, "quality_control_3": { "amoc": 1.0, @@ -357,7 +380,8 @@ "rbocpdms": 0.3333333333333333, "rfpop": 0.2857142857142857, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 0.6666666666666666 }, "quality_control_4": { "amoc": 0.576271186440678, @@ -372,7 +396,8 @@ "rbocpdms": 0.35955056179775285, "rfpop": 0.07272727272727272, "segneigh": 0.5575757575757576, - "wbs": 0.07692307692307693 + "wbs": 0.07692307692307693, + "zero": 0.7804878048780489 }, "quality_control_5": { "amoc": 1.0, @@ -387,7 +412,8 @@ "rbocpdms": 0.5, "rfpop": 1.0, "segneigh": 1.0, - "wbs": 1.0 + "wbs": 1.0, + "zero": 1.0 }, "rail_lines": { "amoc": 0.8461538461538461, @@ -402,7 +428,8 @@ "rbocpdms": 0.34920634920634924, "rfpop": 0.33333333333333337, "segneigh": 0.8461538461538461, - "wbs": 0.1081081081081081 + "wbs": 0.1081081081081081, + "zero": 0.5365853658536586 }, "ratner_stock": { "amoc": 0.7755102040816326, @@ -417,7 +444,8 @@ "rbocpdms": 0.5588235294117647, "rfpop": 0.09230769230769231, "segneigh": 0.6829268292682926, - "wbs": 0.11538461538461538 + "wbs": 0.11538461538461538, + "zero": 0.5714285714285714 }, "robocalls": { "amoc": 0.8, @@ -432,7 +460,8 @@ "rbocpdms": 0.4102564102564102, "rfpop": 0.5, "segneigh": 0.9655172413793104, - "wbs": 0.11320754716981131 + "wbs": 0.11320754716981131, + "zero": 0.6363636363636364 }, "scanline_126007": { "amoc": 0.5241379310344828, @@ -447,7 +476,8 @@ "rbocpdms": null, "rfpop": 0.09743366681165723, "segneigh": 0.2970149253731343, - "wbs": 0.07837697242933934 + "wbs": 0.07837697242933934, + "zero": 0.6444007858546169 }, "scanline_42049": { "amoc": 0.4845005740528128, @@ -462,7 +492,8 @@ "rbocpdms": 0.3900184842883549, "rfpop": 0.2618896639188332, "segneigh": 0.6842276422764227, - "wbs": 0.2758620689655173 + "wbs": 0.2758620689655173, + "zero": 0.2756368386675375 }, "seatbelts": { "amoc": 0.4736842105263158, @@ -477,7 +508,8 @@ "rbocpdms": 0.3829787234042553, "rfpop": 0.3958333333333333, "segneigh": 0.5833333333333334, - "wbs": 0.5833333333333334 + "wbs": 0.5833333333333334, + "zero": 0.6206896551724138 }, "shanghai_license": { "amoc": 0.605263157894737, @@ -492,7 +524,8 @@ "rbocpdms": 0.3255813953488372, "rfpop": 0.23076923076923078, "segneigh": 0.4646464646464646, - "wbs": 0.13043478260869565 + "wbs": 0.13043478260869565, + "zero": 0.6363636363636364 }, "uk_coal_employ": { "amoc": null, @@ -507,7 +540,8 @@ "rbocpdms": null, "rfpop": null, "segneigh": null, - "wbs": null + "wbs": null, + "zero": 0.5132743362831859 }, "unemployment_nl": { "amoc": 0.5663082437275986, @@ -522,7 +556,8 @@ "rbocpdms": 0.49494949494949503, "rfpop": 0.4660194174757282, "segneigh": 0.7730061349693252, - "wbs": 0.39669421487603307 + "wbs": 0.39669421487603307, + "zero": 0.5663082437275986 }, "us_population": { "amoc": 1.0, @@ -537,7 +572,8 @@ "rbocpdms": 0.24242424242424243, "rfpop": 0.888888888888889, "segneigh": 0.32000000000000006, - "wbs": 0.07692307692307693 + "wbs": 0.07692307692307693, + "zero": 0.888888888888889 }, "usd_isk": { "amoc": 0.7854251012145749, @@ -552,7 +588,8 @@ "rbocpdms": 0.2819767441860465, "rfpop": 0.16666666666666669, "segneigh": 0.6565143824027072, - "wbs": 0.1875 + "wbs": 0.1875, + "zero": 0.48866498740554154 }, "well_log": { "amoc": 0.27915869980879543, @@ -567,6 +604,7 @@ "rbocpdms": 0.5778164924506389, "rfpop": 0.9225874867444326, "segneigh": 0.4848015488867377, - "wbs": 0.7244283995186522 + "wbs": 0.7244283995186522, + "zero": 0.23702252693437809 } } |