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-rw-r--r--analysis/output/tables/aggregate_table_wide.tex28
-rw-r--r--analysis/output/tables/best_f1_combined_full.tex62
-rw-r--r--analysis/output/tables/best_f1_multi_avg.json8
-rw-r--r--analysis/output/tables/best_f1_uni_avg.json24
-rw-r--r--analysis/output/tables/best_f1_uni_full.json398
-rw-r--r--analysis/output/tables/default_f1_combined_full.tex68
-rw-r--r--analysis/output/tables/default_f1_multi_avg.json10
-rw-r--r--analysis/output/tables/default_f1_uni_avg.json26
-rw-r--r--analysis/output/tables/default_f1_uni_full.json366
9 files changed, 495 insertions, 495 deletions
diff --git a/analysis/output/tables/aggregate_table_wide.tex b/analysis/output/tables/aggregate_table_wide.tex
index 43aff1de..1da11a9f 100644
--- a/analysis/output/tables/aggregate_table_wide.tex
+++ b/analysis/output/tables/aggregate_table_wide.tex
@@ -3,19 +3,19 @@
& \multicolumn{4}{c}{Univariate} & \multicolumn{4}{c}{Multivariate} \\\cmidrule(lr){2-5}\cmidrule(lr){6-9}
& \multicolumn{2}{c}{Default} & \multicolumn{2}{c}{Best} & \multicolumn{2}{c}{Default} & \multicolumn{2}{c}{Best} \\\cmidrule(lr){2-3}\cmidrule(lr){4-5}\cmidrule(lr){6-7}\cmidrule(lr){8-9}
& Cover & F1 & Cover & F1 & Cover & F1 & Cover & F1\\\cmidrule(r){1-1}\cmidrule(lr){2-5}\cmidrule(l){6-9}
-\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} & 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 \\
-\textsc{pelt} & 0.689 & 0.653 & 0.725 & 0.703 & & & & \\
-\textsc{prophet} & 0.540 & 0.456 & 0.576 & 0.506 & & & & \\
-\textsc{rbocpdms} & 0.629 & 0.418 & & & 0.402 & 0.250 & & \\
-\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 \\
+\textsc{amoc} & 0.702 & 0.704 & 0.746 & 0.799 & & & & \\
+\textsc{binseg} & \textbf{0.706} & \textbf{0.744} & 0.780 & 0.856 & & & & \\
+\textsc{bocpd} & 0.636 & 0.690 & \textbf{0.789} & \textbf{0.880} & 0.455 & \textbf{0.610} & \textbf{0.801} & \textbf{0.941} \\
+\textsc{bocpdms} & 0.633 & 0.507 & 0.744 & 0.620 & \textbf{0.486} & 0.429 & 0.623 & 0.533 \\
+\textsc{cpnp} & 0.535 & 0.607 & 0.552 & 0.666 & & & & \\
+\textsc{ecp} & 0.523 & 0.598 & 0.720 & 0.797 & 0.402 & 0.545 & 0.590 & 0.725 \\
+\textsc{kcpa} & 0.062 & 0.111 & 0.626 & 0.683 & 0.047 & 0.071 & 0.626 & 0.747 \\
+\textsc{pelt} & 0.689 & 0.710 & 0.725 & 0.787 & & & & \\
+\textsc{prophet} & 0.540 & 0.488 & 0.576 & 0.534 & & & & \\
+\textsc{rbocpdms} & 0.629 & 0.447 & & & 0.402 & 0.356 & & \\
+\textsc{rfpop} & 0.392 & 0.499 & 0.414 & 0.531 & & & & \\
+\textsc{segneigh} & 0.676 & 0.676 & 0.784 & 0.855 & & & & \\
+\textsc{wbs} & 0.330 & 0.412 & 0.428 & 0.533 & & & & \\
+\textsc{zero} & 0.583 & 0.669 & 0.579 & 0.662 & 0.464 & 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_f1_combined_full.tex b/analysis/output/tables/best_f1_combined_full.tex
index c1feaa9a..bcd4b8df 100644
--- a/analysis/output/tables/best_f1_combined_full.tex
+++ b/analysis/output/tables/best_f1_combined_full.tex
@@ -2,47 +2,47 @@
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 & \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+bitcoin+ & 0.507 & 0.690 & 0.733 & 0.533 & 0.611 & 0.625 & 0.665 & \textbf{0.735} & 0.446 & T & 0.284 & \textbf{0.735} & 0.690 & 0.450\\
+\verb+brent_spot+ & 0.465 & \textbf{0.670} & 0.609 & 0.239 & 0.607 & 0.636 & 0.553 & 0.586 & 0.249 & T & 0.521 & 0.586 & 0.564 & 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 & 0.261 & \textbf{0.588} & 0.289 & \textbf{0.588}\\
+\verb+centralia+ & 0.909 & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & \textbf{1.000} & 0.909 & \textbf{1.000} & \textbf{1.000} & 0.763 & 0.846 & \textbf{1.000} & \textbf{1.000} & 0.556 & 0.763\\
+\verb+children_per_woman+ & 0.678 & 0.663 & \textbf{0.712} & 0.405 & 0.344 & 0.551 & 0.525 & 0.637 & 0.310 & 0.504 & 0.246 & 0.637 & 0.500 & 0.507\\
+\verb+co2_canada+ & 0.544 & 0.856 & \textbf{0.924} & 0.479 & 0.642 & 0.875 & 0.867 & 0.670 & 0.482 & 0.542 & 0.569 & 0.872 & 0.681 & 0.361\\
+\verb+construction+ & 0.696 & \textbf{0.709} & \textbf{0.709} & 0.410 & 0.602 & \textbf{0.709} & 0.634 & \textbf{0.709} & 0.324 & 0.340 & 0.185 & \textbf{0.709} & 0.523 & 0.696\\
+\verb+debt_ireland+ & 0.760 & \textbf{1.000} & \textbf{1.000} & 0.892 & 0.958 & 0.980 & \textbf{1.000} & \textbf{1.000} & 0.469 & 0.748 & 0.824 & \textbf{1.000} & 0.538 & 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_iran+ & 0.696 & 0.652 & \textbf{0.862} & 0.492 & 0.620 & 0.824 & 0.734 & 0.808 & 0.652 & 0.737 & 0.636 & 0.808 & 0.576 & 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+global_co2+ & 0.929 & 0.929 & 0.889 & 0.458 & 0.667 & \textbf{0.929} & 0.667 & 0.929 & 0.463 & 0.547 & 0.293 & 0.929 & 0.250 & 0.846\\
+\verb+homeruns+ & 0.812 & \textbf{0.829} & \textbf{0.829} & 0.650 & 0.650 & 0.829 & 0.829 & 0.812 & 0.723 & 0.397 & 0.661 & 0.812 & 0.664 & 0.659\\
+\verb+iceland_tourism+ & 0.947 & 0.947 & 0.947 & 0.486 & 0.391 & \textbf{1.000} & 0.486 & 0.643 & 0.220 & 0.667 & 0.200 & 0.947 & 0.200 & 0.947\\
+\verb+jfk_passengers+ & \textbf{0.776} & \textbf{0.776} & \textbf{0.776} & 0.650 & 0.602 & 0.651 & 0.437 & \textbf{0.776} & 0.354 & T & 0.491 & \textbf{0.776} & 0.437 & 0.723\\
+\verb+lga_passengers+ & 0.561 & 0.620 & 0.704 & 0.563 & 0.606 & \textbf{0.892} & 0.526 & 0.537 & 0.366 & T & 0.592 & 0.537 & 0.674 & 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_4+ & 0.810 & \textbf{0.873} & 0.787 & 0.561 & 0.658 & 0.726 & 0.658 & 0.780 & 0.780 & T & 0.241 & 0.780 & 0.608 & 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\\
+\verb+rail_lines+ & 0.846 & 0.846 & \textbf{0.966} & 0.889 & \textbf{0.966} & \textbf{0.966} & 0.800 & 0.846 & 0.537 & 0.730 & 0.615 & 0.889 & 0.205 & 0.537\\
+\verb+ratner_stock+ & 0.776 & 0.824 & \textbf{0.868} & 0.559 & 0.396 & 0.776 & 0.754 & 0.824 & 0.280 & T & 0.203 & 0.824 & 0.378 & 0.571\\
+\verb+robocalls+ & 0.800 & \textbf{0.966} & \textbf{0.966} & 0.750 & 0.862 & \textbf{0.966} & \textbf{0.966} & \textbf{0.966} & 0.636 & 0.846 & 0.714 & \textbf{0.966} & 0.714 & 0.636\\
+\verb+scanline_126007+ & 0.710 & 0.920 & \textbf{0.921} & 0.829 & 0.906 & 0.870 & 0.838 & 0.889 & 0.644 & T & 0.649 & 0.889 & 0.818 & 0.644\\
+\verb+scanline_42049+ & 0.485 & 0.879 & \textbf{0.962} & 0.889 & 0.713 & 0.910 & 0.908 & 0.910 & 0.269 & T & 0.460 & 0.910 & 0.650 & 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 & 0.563 & 0.735 & 0.583 & 0.621\\
+\verb+shanghai_license+ & \textbf{0.966} & 0.868 & 0.868 & 0.605 & 0.600 & 0.868 & 0.465 & 0.868 & 0.532 & 0.389 & 0.357 & 0.868 & 0.385 & 0.636\\
+\verb+uk_coal_employ+ & M & M & M & 0.617 & M & 0.513 & 0.513 & M & \textbf{0.639} & M & M & M & M & 0.513\\
+\verb+unemployment_nl+ & 0.742 & \textbf{0.889} & 0.876 & 0.592 & 0.747 & 0.755 & 0.744 & 0.788 & 0.566 & F/T & 0.628 & 0.788 & 0.801 & 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 & 0.113 & 0.889\\
+\verb+usd_isk+ & \textbf{0.785} & 0.704 & \textbf{0.785} & 0.678 & 0.674 & \textbf{0.785} & 0.601 & 0.657 & 0.489 & 0.510 & 0.462 & 0.678 & 0.636 & 0.489\\
+\verb+well_log+ & 0.336 & 0.914 & 0.832 & 0.743 & 0.822 & \textbf{0.928} & 0.776 & 0.873 & 0.149 & T & 0.923 & 0.873 & 0.832 & 0.237\\
\hline
-\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}\\
+\verb+apple+ & & & \textbf{0.916} & 0.445 & & 0.745 & 0.634 & & & F/T & & & & 0.594\\
+\verb+bee_waggle_6+ & & & \textbf{0.929} & 0.481 & & 0.233 & 0.634 & & & 0.245 & & & & \textbf{0.929}\\
+\verb+occupancy+ & & & 0.919 & 0.735 & & \textbf{0.932} & 0.812 & & & F/T & & & & 0.341\\
+\verb+run_log+ & & & \textbf{1.000} & 0.469 & & 0.990 & 0.909 & & & 0.380 & & & & 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 aeccd164..c0124923 100644
--- a/analysis/output/tables/best_f1_multi_avg.json
+++ b/analysis/output/tables/best_f1_multi_avg.json
@@ -1,7 +1,7 @@
{
- "bocpd": 0.718040907733408,
- "bocpdms": 0.3862673506325448,
- "ecp": 0.38790015348968676,
- "kcpa": 0.4560758392509358,
+ "bocpd": 0.9407049491956461,
+ "bocpdms": 0.5327627944865245,
+ "ecp": 0.7251421388666226,
+ "kcpa": 0.7473036444833079,
"zero": 0.5771739603118445
}
diff --git a/analysis/output/tables/best_f1_uni_avg.json b/analysis/output/tables/best_f1_uni_avg.json
index 38e6be24..712dfa10 100644
--- a/analysis/output/tables/best_f1_uni_avg.json
+++ b/analysis/output/tables/best_f1_uni_avg.json
@@ -1,15 +1,15 @@
{
- "amoc": 0.7827330244626048,
- "binseg": 0.8031280093237617,
- "bocpd": 0.8307501589195349,
- "bocpdms": 0.568782994696522,
- "cpnp": 0.5669381324304421,
- "ecp": 0.7060062858372516,
- "kcpa": 0.5890673779576903,
- "pelt": 0.7028636492743974,
- "prophet": 0.5056771261253178,
- "rfpop": 0.39155673412323544,
- "segneigh": 0.8064026485290847,
- "wbs": 0.3904386889845699,
+ "amoc": 0.7989121074618578,
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diff --git a/analysis/output/tables/best_f1_uni_full.json b/analysis/output/tables/best_f1_uni_full.json
index dd3d40f9..b2dd539f 100644
--- a/analysis/output/tables/best_f1_uni_full.json
+++ b/analysis/output/tables/best_f1_uni_full.json
@@ -17,34 +17,34 @@
},
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"businv": {
@@ -58,89 +58,89 @@
"pelt": 0.4903225806451614,
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"gdp_argentina": {
@@ -176,19 +176,19 @@
"zero": 0.8235294117647058
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"gdp_japan": {
@@ -208,35 +208,35 @@
"zero": 0.888888888888889
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"iceland_tourism": {
@@ -245,46 +245,46 @@
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"measles": {
@@ -384,19 +384,19 @@
"zero": 0.6666666666666666
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"quality_control_4": {
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"quality_control_5": {
@@ -418,33 +418,33 @@
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@@ -452,47 +452,47 @@
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"seatbelts": {
@@ -506,25 +506,25 @@
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"rbocpdms": 0.3829787234042553,
- "rfpop": 0.45600000000000007,
+ "rfpop": 0.562962962962963,
"segneigh": 0.735483870967742,
"wbs": 0.5833333333333334,
"zero": 0.6206896551724138
},
"shanghai_license": {
"amoc": 0.9655172413793104,
- "binseg": 0.6363636363636364,
- "bocpd": 0.6363636363636364,
- "bocpdms": 0.4912280701754385,
+ "binseg": 0.8679245283018869,
+ "bocpd": 0.8679245283018869,
+ "bocpdms": 0.605263157894737,
"cpnp": 0.6,
- "ecp": 0.625,
- "kcpa": 0.2738095238095238,
- "pelt": 0.605263157894737,
+ "ecp": 0.8679245283018869,
+ "kcpa": 0.4646464646464646,
+ "pelt": 0.8679245283018869,
"prophet": 0.5316455696202531,
"rbocpdms": 0.3888888888888889,
- "rfpop": 0.23076923076923078,
- "segneigh": 0.6363636363636364,
- "wbs": 0.25,
+ "rfpop": 0.3571428571428571,
+ "segneigh": 0.8679245283018869,
+ "wbs": 0.3846153846153846,
"zero": 0.6363636363636364
},
"uk_coal_employ": {
@@ -536,7 +536,7 @@
"ecp": 0.5132743362831859,
"kcpa": 0.5132743362831859,
"pelt": null,
- "prophet": 0.5512820512820513,
+ "prophet": 0.6394052044609666,
"rbocpdms": null,
"rfpop": null,
"segneigh": null,
@@ -548,15 +548,15 @@
"binseg": 0.888888888888889,
"bocpd": 0.8764044943820225,
"bocpdms": 0.5924050632911392,
- "cpnp": 0.6719367588932806,
- "ecp": 0.7112068965517241,
- "kcpa": 0.6778163458504259,
+ "cpnp": 0.7472527472527473,
+ "ecp": 0.7548806941431669,
+ "kcpa": 0.7438409023449095,
"pelt": 0.787878787878788,
"prophet": 0.5663082437275986,
"rbocpdms": null,
- "rfpop": 0.4660194174757282,
+ "rfpop": 0.6280373831775701,
"segneigh": 0.787878787878788,
- "wbs": 0.6575342465753424,
+ "wbs": 0.8012139605462821,
"zero": 0.5663082437275986
},
"us_population": {
@@ -572,23 +572,23 @@
"rbocpdms": null,
"rfpop": 0.888888888888889,
"segneigh": 0.888888888888889,
- "wbs": 0.07692307692307693,
+ "wbs": 0.11320754716981131,
"zero": 0.888888888888889
},
"usd_isk": {
"amoc": 0.7854251012145749,
- "binseg": 0.6565143824027072,
+ "binseg": 0.7044025157232705,
"bocpd": 0.7854251012145749,
"bocpdms": 0.6782608695652174,
- "cpnp": 0.562929061784897,
+ "cpnp": 0.6735112936344968,
"ecp": 0.7854251012145749,
- "kcpa": 0.4621676891615542,
+ "kcpa": 0.601063829787234,
"pelt": 0.6565143824027072,
"prophet": 0.48866498740554154,
- "rbocpdms": 0.38537271448663846,
- "rfpop": 0.18181818181818182,
+ "rbocpdms": 0.5098039215686274,
+ "rfpop": 0.4615384615384615,
"segneigh": 0.6782608695652174,
- "wbs": 0.33333333333333337,
+ "wbs": 0.6363636363636364,
"zero": 0.48866498740554154
},
"well_log": {
@@ -599,11 +599,11 @@
"cpnp": 0.8216588221334492,
"ecp": 0.9281744335185976,
"kcpa": 0.7763426240652617,
- "pelt": 0.8320663441603318,
+ "pelt": 0.873003802281369,
"prophet": 0.14883148831488316,
"rbocpdms": null,
"rfpop": 0.9225874867444326,
- "segneigh": 0.8320663441603318,
+ "segneigh": 0.873003802281369,
"wbs": 0.8320663441603318,
"zero": 0.23702252693437809
}
diff --git a/analysis/output/tables/default_f1_combined_full.tex b/analysis/output/tables/default_f1_combined_full.tex
index 4816db2d..f425bc75 100644
--- a/analysis/output/tables/default_f1_combined_full.tex
+++ b/analysis/output/tables/default_f1_combined_full.tex
@@ -2,47 +2,47 @@
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+ & 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+bitcoin+ & 0.367 & 0.426 & \textbf{0.692} & 0.269 & 0.463 & 0.338 & 0.092 & 0.672 & 0.446 & F & 0.284 & 0.672 & 0.464 & 0.450\\
+\verb+brent_spot+ & 0.272 & 0.483 & 0.521 & 0.239 & \textbf{0.607} & 0.478 & 0.104 & 0.465 & 0.249 & 0.321 & 0.490 & 0.431 & 0.516 & 0.315\\
+\verb+businv+ & 0.455 & 0.370 & 0.270 & 0.370 & 0.304 & 0.301 & 0.047 & 0.370 & 0.275 & 0.312 & 0.245 & 0.312 & 0.230 & \textbf{0.588}\\
+\verb+centralia+ & 0.763 & 0.909 & 0.909 & 0.846 & 0.909 & 0.763 & 0.714 & 0.909 & 0.763 & 0.846 & \textbf{1.000} & 0.909 & 0.556 & 0.763\\
+\verb+children_per_woman+ & 0.618 & 0.618 & \textbf{0.637} & 0.337 & 0.326 & 0.349 & 0.068 & 0.618 & 0.310 & 0.288 & 0.246 & 0.337 & 0.271 & 0.507\\
+\verb+co2_canada+ & 0.544 & 0.691 & 0.619 & 0.265 & 0.578 & \textbf{0.817} & 0.169 & 0.661 & 0.482 & 0.381 & 0.569 & 0.661 & 0.520 & 0.361\\
+\verb+construction+ & 0.516 & \textbf{0.709} & 0.634 & 0.410 & 0.602 & 0.574 & 0.038 & \textbf{0.709} & 0.324 & 0.480 & 0.185 & \textbf{0.709} & 0.316 & 0.696\\
+\verb+debt_ireland+ & 0.469 & 0.760 & 0.760 & 0.611 & 0.760 & 0.469 & 0.519 & 0.760 & 0.469 & 0.530 & \textbf{0.824} & 0.760 & 0.538 & 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_iran+ & 0.492 & 0.492 & 0.622 & 0.492 & 0.330 & \textbf{0.652} & 0.219 & 0.492 & \textbf{0.652} & 0.395 & 0.609 & 0.395 & 0.246 & \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+global_co2+ & \textbf{0.929} & \textbf{0.929} & 0.754 & 0.458 & 0.421 & 0.754 & 0.167 & 0.754 & 0.463 & 0.458 & 0.293 & 0.754 & 0.179 & 0.846\\
+\verb+homeruns+ & \textbf{0.812} & \textbf{0.812} & 0.729 & 0.552 & 0.604 & 0.675 & 0.133 & \textbf{0.812} & 0.723 & 0.508 & 0.661 & 0.397 & 0.593 & 0.659\\
+\verb+iceland_tourism+ & 0.643 & 0.643 & 0.486 & 0.391 & 0.391 & 0.391 & 0.021 & 0.643 & 0.220 & 0.667 & 0.200 & 0.486 & 0.200 & \textbf{0.947}\\
+\verb+jfk_passengers+ & \textbf{0.776} & \textbf{0.776} & 0.437 & 0.559 & 0.574 & 0.437 & 0.026 & \textbf{0.776} & 0.354 & 0.347 & 0.344 & 0.650 & 0.437 & 0.723\\
+\verb+lga_passengers+ & 0.422 & 0.438 & \textbf{0.630} & 0.297 & 0.606 & 0.392 & 0.054 & 0.438 & 0.366 & 0.348 & 0.498 & 0.395 & 0.524 & 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_1+ & \textbf{1.000} & \textbf{1.000} & 0.800 & 0.667 & 0.667 & 0.667 & 0.025 & \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} & 0.028 & \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} & 0.022 & \textbf{1.000} & 0.667 & 0.333 & 0.286 & \textbf{1.000} & \textbf{1.000} & 0.667\\
+\verb+quality_control_4+ & 0.810 & \textbf{0.873} & 0.658 & 0.438 & 0.608 & 0.393 & 0.028 & 0.726 & 0.335 & 0.360 & 0.233 & 0.726 & 0.246 & 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\\
+\verb+rail_lines+ & 0.846 & 0.846 & 0.846 & 0.349 & \textbf{0.966} & 0.537 & 0.200 & 0.846 & 0.423 & 0.349 & 0.571 & 0.846 & 0.205 & 0.537\\
+\verb+ratner_stock+ & 0.776 & \textbf{0.824} & 0.783 & 0.500 & 0.306 & 0.282 & 0.034 & 0.650 & 0.280 & 0.559 & 0.203 & \textbf{0.824} & 0.250 & 0.571\\
+\verb+robocalls+ & 0.800 & 0.800 & \textbf{0.966} & 0.696 & 0.832 & 0.636 & 0.179 & 0.800 & 0.636 & 0.593 & 0.714 & \textbf{0.966} & 0.182 & 0.636\\
+\verb+scanline_126007+ & 0.710 & 0.739 & 0.820 & 0.767 & \textbf{0.889} & 0.732 & 0.101 & 0.759 & 0.644 & F & 0.649 & 0.732 & 0.616 & 0.644\\
+\verb+scanline_42049+ & 0.485 & 0.713 & \textbf{0.962} & 0.844 & 0.705 & 0.580 & 0.164 & 0.804 & 0.269 & 0.390 & 0.460 & 0.748 & 0.571 & 0.276\\
+\verb+seatbelts+ & 0.474 & \textbf{0.683} & 0.583 & 0.383 & 0.509 & 0.321 & 0.051 & \textbf{0.683} & 0.452 & 0.383 & 0.494 & 0.583 & 0.583 & 0.621\\
+\verb+shanghai_license+ & \textbf{0.868} & \textbf{0.868} & 0.713 & 0.491 & 0.437 & 0.698 & 0.048 & \textbf{0.868} & 0.532 & 0.326 & 0.357 & 0.713 & 0.208 & 0.636\\
+\verb+uk_coal_employ+ & M & M & M & 0.495 & M & 0.513 & 0.513 & M & \textbf{0.639} & M & M & M & M & 0.513\\
+\verb+unemployment_nl+ & 0.566 & \textbf{0.876} & 0.683 & 0.592 & 0.683 & 0.620 & 0.145 & 0.773 & 0.566 & 0.495 & 0.549 & 0.773 & 0.571 & 0.566\\
+\verb+us_population+ & \textbf{1.000} & 0.667 & 0.216 & 0.471 & 0.216 & 0.174 & 0.007 & 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 & 0.504 & 0.661 & 0.079 & 0.657 & 0.489 & 0.282 & 0.390 & 0.657 & 0.513 & 0.489\\
+\verb+well_log+ & 0.279 & 0.534 & 0.796 & 0.769 & 0.822 & 0.818 & 0.069 & 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 & & & 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}\\
+\verb+apple+ & & & 0.513 & 0.318 & & 0.513 & 0.029 & & & 0.373 & & & & \textbf{0.594}\\
+\verb+bee_waggle_6+ & & & 0.121 & 0.481 & & 0.124 & 0.010 & & & 0.218 & & & & \textbf{0.929}\\
+\verb+occupancy+ & & & \textbf{0.807} & 0.496 & & 0.750 & 0.107 & & & 0.290 & & & & 0.341\\
+\verb+run_log+ & & & \textbf{1.000} & 0.420 & & 0.792 & 0.139 & & & 0.543 & & & & 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 f90a9d2b..037240d3 100644
--- a/analysis/output/tables/default_f1_multi_avg.json
+++ b/analysis/output/tables/default_f1_multi_avg.json
@@ -1,8 +1,8 @@
{
- "bocpd": 0.18760009622112495,
- "bocpdms": 0.2863800722335245,
- "ecp": 0.23828457433188238,
- "kcpa": 0.009455518272524471,
- "rbocpdms": 0.24971838871416588,
+ "bocpd": 0.6103182356052523,
+ "bocpdms": 0.42879059786764134,
+ "ecp": 0.544657306564781,
+ "kcpa": 0.0710941346893439,
+ "rbocpdms": 0.35591520566367624,
"zero": 0.5771739603118445
}
diff --git a/analysis/output/tables/default_f1_uni_avg.json b/analysis/output/tables/default_f1_uni_avg.json
index cec60f43..7e88cef1 100644
--- a/analysis/output/tables/default_f1_uni_avg.json
+++ b/analysis/output/tables/default_f1_uni_avg.json
@@ -1,16 +1,16 @@
{
- "amoc": 0.6640790939070127,
- "binseg": 0.6801451061962296,
- "bocpd": 0.6109178945811512,
- "bocpdms": 0.47562708146270294,
- "cpnp": 0.5340133123860371,
- "ecp": 0.5514092429795647,
- "kcpa": 0.05681409056362388,
- "pelt": 0.6527961379171128,
- "prophet": 0.45594342708633,
- "rbocpdms": 0.4179119126195535,
- "rfpop": 0.3720949663003199,
- "segneigh": 0.6255775512246301,
- "wbs": 0.29950025277506126,
+ "amoc": 0.7037111707491961,
+ "binseg": 0.7443997777983046,
+ "bocpd": 0.689621795393962,
+ "bocpdms": 0.5071366573221537,
+ "cpnp": 0.6066944015983982,
+ "ecp": 0.5977104072816342,
+ "kcpa": 0.11100654565605475,
+ "pelt": 0.7099924057983469,
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diff --git a/analysis/output/tables/default_f1_uni_full.json b/analysis/output/tables/default_f1_uni_full.json
index 4cf72c98..49935b1b 100644
--- a/analysis/output/tables/default_f1_uni_full.json
+++ b/analysis/output/tables/default_f1_uni_full.json
@@ -17,34 +17,34 @@
},
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- "bocpd": 0.549618320610687,
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+ "bocpd": 0.6923076923076923,
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- "segneigh": 0.473469387755102,
- "wbs": 0.27906976744186046,
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+ "segneigh": 0.672463768115942,
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"brent_spot": {
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- "binseg": 0.4163424124513619,
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+ "binseg": 0.48343373493975905,
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"businv": {
@@ -53,46 +53,46 @@
"bocpd": 0.27027027027027023,
"bocpdms": 0.3703703703703703,
"cpnp": 0.30400000000000005,
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+ "ecp": 0.30107526881720426,
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+ "binseg": 0.9090909090909091,
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+ "rbocpdms": 0.8461538461538461,
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+ "segneigh": 0.9090909090909091,
+ "wbs": 0.5555555555555556,
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"children_per_woman": {
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- "binseg": 0.47183098591549294,
- "bocpd": 0.5253164556962024,
+ "amoc": 0.6175115207373272,
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"co2_canada": {
@@ -102,29 +102,29 @@
"bocpdms": 0.26523297491039427,
"cpnp": 0.5784832451499119,
"ecp": 0.8169458606457879,
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+ "wbs": 0.52,
"zero": 0.36097560975609755
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"construction": {
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+ "binseg": 0.7090909090909091,
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"debt_ireland": {
@@ -134,13 +134,13 @@
"bocpdms": 0.611111111111111,
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},
"gdp_argentina": {
@@ -178,17 +178,17 @@
"gdp_iran": {
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- "bocpd": 0.4242424242424242,
+ "bocpd": 0.6222222222222222,
"bocpdms": 0.4915254237288136,
"cpnp": 0.3295454545454546,
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- "kcpa": 0.1,
+ "kcpa": 0.21875,
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"zero": 0.651685393258427
},
"gdp_japan": {
@@ -208,35 +208,35 @@
"zero": 0.888888888888889
},
"global_co2": {
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"iceland_tourism": {
@@ -246,45 +246,45 @@
"bocpdms": 0.391304347826087,
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"ecp": 0.391304347826087,
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+ "wbs": 0.19999999999999998,
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"lga_passengers": {
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"measles": {
@@ -342,7 +342,7 @@
"bocpdms": 0.6666666666666666,
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@@ -358,7 +358,7 @@
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+ "kcpa": 0.027972027972027972,
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@@ -374,7 +374,7 @@
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@@ -384,19 +384,19 @@
"zero": 0.6666666666666666
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"quality_control_5": {
@@ -420,79 +420,79 @@
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"seatbelts": {
@@ -502,29 +502,29 @@
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+ "rfpop": 0.49350649350649345,
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},
"shanghai_license": {
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+ "amoc": 0.8679245283018869,
+ "binseg": 0.8679245283018869,
+ "bocpd": 0.7131782945736433,
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"uk_coal_employ": {
@@ -536,7 +536,7 @@
"ecp": 0.5132743362831859,
"kcpa": 0.5132743362831859,
"pelt": null,
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+ "prophet": 0.6394052044609666,
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@@ -546,17 +546,17 @@
"unemployment_nl": {
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"binseg": 0.8764044943820225,
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+ "bocpd": 0.683359415753782,
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+ "cpnp": 0.683359415753782,
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+ "kcpa": 0.14545454545454545,
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+ "wbs": 0.5709057639524245,
"zero": 0.5663082437275986
},
"us_population": {
@@ -566,7 +566,7 @@
"bocpdms": 0.47058823529411764,
"cpnp": 0.21621621621621623,
"ecp": 0.17391304347826084,
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@@ -580,15 +580,15 @@
"binseg": 0.6565143824027072,
"bocpd": 0.609375,
"bocpdms": 0.6782608695652174,
- "cpnp": 0.40931780366056564,
- "ecp": 0.518475073313783,
- "kcpa": 0.024489795918367346,
+ "cpnp": 0.5038402457757296,
+ "ecp": 0.6613466334164588,
+ "kcpa": 0.07936507936507936,
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"rbocpdms": 0.2819767441860465,
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+ "wbs": 0.5128205128205129,
"zero": 0.48866498740554154
},
"well_log": {
@@ -598,7 +598,7 @@
"bocpdms": 0.7692603266090298,
"cpnp": 0.8216588221334492,
"ecp": 0.8183003808232041,
- "kcpa": 0.052478134110787174,
+ "kcpa": 0.06936416184971098,
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