From 005a629ea514e97d8822b1d2e184d1839f8c6f59 Mon Sep 17 00:00:00 2001 From: Gertjan van den Burg Date: Tue, 17 Mar 2020 17:45:52 +0000 Subject: Sort methods/datasets in summary files This is needed to ensure summary files are the same regardless of the platform that is used to run create them. Note that this commit does not change any of the results. --- analysis/output/summaries/summary_homeruns.json | 26730 +++++++++++----------- 1 file changed, 13365 insertions(+), 13365 deletions(-) (limited to 'analysis/output/summaries/summary_homeruns.json') diff --git a/analysis/output/summaries/summary_homeruns.json b/analysis/output/summaries/summary_homeruns.json index c6ff8276..8fd98bfa 100644 --- a/analysis/output/summaries/summary_homeruns.json +++ b/analysis/output/summaries/summary_homeruns.json @@ -25,1005 +25,725 @@ "10": [] }, "results": { - "best_bocpdms": [ + "best_amoc": [ { "parameters": { - "S1": 1, - "S2": 1, - "intensity": 200.0, - "intercept_grouping": null, - "lower_AR": 1, - "prior_a": 0.01, - "prior_b": 100.0, - "prior_mean_scale": 0, - "prior_var_scale": 1, - "threshold": 100, - "upper_AR": 3, - "use_timeout": true - }, - "task_file": "5117538be55c80f8.json", - "cplocations": [ - 1, - 2 - ], - "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, - 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"test_statistic": "CSS" + "test_statistic": "Exponential" }, - "task_file": "d8f9e34fdc8e3509.json", + "task_file": "d5e27a59bcdd3272.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "CSS" - }, - "task_file": "bd5d2f80b2612227.json", - "cplocations": [ - 2, - 18, - 34, - 40, - 44, - 47, - 48, - 49, - 50, - 51, - 52, - 53, - 54, - 55, - 56, - 59, - 61, - 62, - 63, - 66, - 68, - 69, - 70, - 71, - 72, - 73, - 74, - 75, - 76, - 77, - 78, - 79, - 80, - 81, - 82, - 84, - 85, - 86, - 89, - 90, - 91, - 92, - 93, - 94, - 95, - 97, - 99, - 102, - 103, - 104, - 105, - 107, - 108, - 110, - 112, - 113, - 114, - 115, - 116 - ], - "scores": { - "f1": 0.03278688524590164, - "precision": 0.016666666666666666, - "recall": 1.0, - "cover": 0.23288135593220344 - }, - "status": "SUCCESS" - }, - { - "parameters": { - "Q": 60, - "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", + "method": "AMOC", "penalty": "Hannan-Quinn", "test_statistic": "Normal" }, - "task_file": "9d6b2c44bb5dbf74.json", + "task_file": "d65af1051ce2bd6c.json", "cplocations": [ - 27, - 53, - 75 + 59 ], "scores": { - "f1": 0.33146067415730335, - "precision": 0.25, - "recall": 0.49166666666666664, - "cover": 0.5262828570719781 + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 }, "status": "SUCCESS" }, { "parameters": { - "Q": 5, "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", + "func": "meanvar", + "max_cp": "max", + "method": "AMOC", + "penalty": "Hannan-Quinn", "test_statistic": "Normal" }, - "task_file": "98e7d3e2f135c915.json", + "task_file": "dab19d86ac0df188.json", "cplocations": [ - 19, - 54, - 75, - 94 + 59 ], "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5088395166560894 + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 }, "status": "SUCCESS" }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Gamma" + "method": "AMOC", + "penalty": "MBIC", + "test_statistic": "CSS" }, - "task_file": "7c670e3a139fa40e.json", + "task_file": "dae41be9d4aace17.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "CUSUM" + "method": "AMOC", + "penalty": "Hannan-Quinn", + "test_statistic": "CSS" }, - "task_file": "4d2fc65031263021.json", + "task_file": "e1b70663b6affb4f.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Gamma" + "func": "mean", + "max_cp": "max", + "method": "AMOC", + "penalty": "AIC", + "test_statistic": "Normal" }, - "task_file": "19e8cb45b21fc4c8.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "e2e7198aeeafd183.json", + "cplocations": [ + 59 + ], + "scores": { + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 60, "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Normal" + "method": "AMOC", + "penalty": "Hannan-Quinn", + "test_statistic": "Gamma" }, - "task_file": "e5d375c4fbc9cd9b.json", + "task_file": "e3a72bda9baea7f6.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, - "pen.value": 0, + "pen.value": 0.05, "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" + "method": "AMOC", + "penalty": "Asymptotic", + "test_statistic": "Gamma" }, - "task_file": "6e6b10fb1c75028e.json", + "task_file": "e559780fb5363fae.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "max_cp": "max", + "method": "AMOC", + "penalty": "SIC", "test_statistic": "CUSUM" }, - "task_file": "700e2437ee09d1b5.json", + "task_file": "e5bb6a99e21de157.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", + "func": "mean", + "max_cp": "max", + "method": "AMOC", + "penalty": "BIC", "test_statistic": "Gamma" }, - "task_file": "3a2c24e25419ff7d.json", + "task_file": "e8e94993d70435f2.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, "pen.value": 0, "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", + "max_cp": "max", + "method": "AMOC", + "penalty": "None", + "test_statistic": "Normal" + }, + "task_file": "e973640820516f07.json", + "cplocations": [ + 59 + ], + "scores": { + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "pen.value": 0, + "func": "var", + "max_cp": "max", + "method": "AMOC", + "penalty": "Hannan-Quinn", "test_statistic": "Poisson" }, - "task_file": "9d978a3e6c162f58.json", + "task_file": "ebb565c913e41f5f.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", + "method": "AMOC", + "penalty": "AIC", "test_statistic": "CUSUM" }, - "task_file": "1d009ddc463db2ac.json", + "task_file": "ed3af19a65cc28a2.json", "cplocations": [], "scores": { "f1": 0.659217877094972, @@ -2389,60 +1869,56 @@ }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Poisson" + "method": "AMOC", + "penalty": "SIC", + "test_statistic": "CSS" }, - "task_file": "be0df4107ef64b4f.json", + "task_file": "ef4764ef8755a299.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0.05, - "func": "mean", + "func": "var", "max_cp": "max", - "method": "SegNeigh", + "method": "AMOC", "penalty": "Asymptotic", - "test_statistic": "Gamma" + "test_statistic": "Exponential" }, - "task_file": "b8131d1f2002ddd2.json", + "task_file": "f281e130ef7e6b18.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, - "pen.value": 0.05, + "pen.value": 0, "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "AMOC", + "penalty": "Hannan-Quinn", "test_statistic": "Gamma" }, - "task_file": "05f42d8aa71ce7a9.json", + "task_file": "f35bf0b856b85d41.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "mean", + "func": "var", "max_cp": "max", - "method": "SegNeigh", + "method": "AMOC", "penalty": "AIC", - "test_statistic": "CUSUM" + "test_statistic": "CSS" }, - "task_file": "7faeee041d672240.json", + "task_file": "f3ccd0787b6de45d.json", "cplocations": [], "scores": { "f1": 0.659217877094972, @@ -2454,40 +1930,28 @@ }, { "parameters": { - "Q": 5, "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Normal" - }, - "task_file": "a6605a8057b0db88.json", - "cplocations": [ - 18, - 53, - 75, - 94 - ], - "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5139619843433403 + "max_cp": "max", + "method": "AMOC", + "penalty": "AIC", + "test_statistic": "Gamma" }, - "status": "SUCCESS" + "task_file": "f4697e3db542a3a7.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "CSS" + "func": "mean", + "max_cp": "max", + "method": "AMOC", + "penalty": "SIC", + "test_statistic": "CUSUM" }, - "task_file": "0d5ae64964c2cade.json", + "task_file": "f4c388c65c624915.json", "cplocations": [], "scores": { "f1": 0.659217877094972, @@ -2499,164 +1963,117 @@ }, { "parameters": { - "Q": 60, - "pen.value": 0, - "func": "var", + "pen.value": 0.05, + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Gamma" + "method": "AMOC", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "0fafb0e5ce1f28bf.json", + "task_file": "f6e83c4d73dca008.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "mean", + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", + "method": "AMOC", + "penalty": "None", "test_statistic": "CSS" }, - "task_file": "05ca3a76e690433e.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 60, - "pen.value": 0.05, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Exponential" + "task_file": "fb25a6359439a1c4.json", + "cplocations": [ + 92 + ], + "scores": { + "f1": 0.5081967213114754, + "precision": 0.5, + "recall": 0.5166666666666666, + "cover": 0.5413314508814693 }, - "task_file": "6de978e0a1bca47e.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, + "status": "SUCCESS" + } + ], + "best_binseg": [ { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Poisson" }, - "task_file": "9b5501d6e7431202.json", + "task_file": "000ce8701f1775f4.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "CSS" + "max_cp": "default", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Normal" }, - "task_file": "ea1185f6ab91835d.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "02ba8da759720991.json", + "cplocations": [ + 18, + 27, + 54, + 59, + 93 + ], + "scores": { + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, + "recall": 0.8, + "cover": 0.4911791749672515 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Gamma" }, - "task_file": "b3a6dec98f5a7c4a.json", + "task_file": "05dbdbaa754be63c.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Normal" }, - "task_file": "9cd3dea9a9f49480.json", + "task_file": "06b75485c08983b6.json", "cplocations": [ - 1, - 3, - 5, - 8, - 10, - 12, - 15, - 17, - 19, - 21, - 23, - 25, - 27, - 30, - 32, - 34, - 36, - 38, - 40, - 42, - 44, - 46, - 48, - 50, - 52, - 54, - 57, 59, - 61, - 63, - 65, - 67, - 69, - 72, - 75, - 78, - 80, - 82, - 84, - 86, - 89, - 91, - 94, - 97, - 99, - 101, - 103, - 105, - 108, - 110, - 113, - 115 + 93 ], "scores": { - "f1": 0.037037037037037035, - "precision": 0.018867924528301886, - "recall": 1.0, - "cover": 0.07796610169491526 + "f1": 0.4533333333333333, + "precision": 0.3333333333333333, + "recall": 0.7083333333333334, + "cover": 0.5993617959680282 }, "status": "SUCCESS" }, @@ -2664,28 +2081,28 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "CUSUM" }, - "task_file": "5942ba62d1e73f9e.json", + "task_file": "08d0d11148ce82c3.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Poisson" - }, - "task_file": "b075918ed9832249.json", + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CUSUM" + }, + "task_file": "0944fb5d3a28a649.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2694,68 +2111,93 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "MBIC", - "test_statistic": "Exponential" + "test_statistic": "Normal" }, - "task_file": "ce813ca57e6d4d98.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "098cada65d73952c.json", + "cplocations": [ + 59 + ], + "scores": { + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Normal" }, - "task_file": "9147c7cc384731fa.json", + "task_file": "0b76bed513004004.json", + "cplocations": [ + 59, + 93 + ], + "scores": { + "f1": 0.4533333333333333, + "precision": 0.3333333333333333, + "recall": 0.7083333333333334, + "cover": 0.5993617959680282 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 5, + "pen.value": 0, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Gamma" + }, + "task_file": "0c4fc82b509fc593.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "CUSUM" }, - "task_file": "771172f9d47ba162.json", - "cplocations": [ - 30, - 67, - 94, - 113 - ], + "task_file": "0d65bb7340c3b80f.json", + "cplocations": [], "scores": { - "f1": 0.304950495049505, - "precision": 0.2, - "recall": 0.6416666666666666, - "cover": 0.4700759583139978 + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 }, "status": "SUCCESS" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", "penalty": "AIC", "test_statistic": "CSS" }, - "task_file": "8e509ff5a97cfdd9.json", + "task_file": "0d8c08331291d7f4.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2766,11 +2208,34 @@ "pen.value": 0, "func": "var", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", + "test_statistic": "Normal" + }, + "task_file": "0e37410a69174f30.json", + "cplocations": [ + 27, + 94 + ], + "scores": { + "f1": 0.40522875816993464, + "precision": 0.3333333333333333, + "recall": 0.5166666666666666, + "cover": 0.4668368592520748 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "mean", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Poisson" }, - "task_file": "68559ed645a4fd47.json", + "task_file": "10d494e70946de93.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2778,75 +2243,41 @@ { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Gamma" }, - "task_file": "73a8004014d3cee0.json", + "task_file": "11d18d0048f2c34d.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", + "max_cp": "default", + "method": "BinSeg", + "penalty": "AIC", "test_statistic": "Normal" }, - "task_file": "8209546372fa8f9c.json", + "task_file": "1263e37bf585f714.json", "cplocations": [ - 2, - 4, 18, 27, - 34, - 40, - 44, 54, 59, - 63, - 65, - 75, - 94, - 114 - ], - "scores": { - "f1": 0.1248, - "precision": 0.06666666666666667, - "recall": 0.9750000000000001, - "cover": 0.33547099087353327 - }, - "status": "SUCCESS" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "CSS" - }, - "task_file": "804d47e032e8a6b2.json", - "cplocations": [ - 19, - 53, - 75, - 94 + 93 ], "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5028798922736846 + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, + "recall": 0.8, + "cover": 0.4911791749672515 }, "status": "SUCCESS" }, @@ -2856,11 +2287,11 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Exponential" }, - "task_file": "a935785fcd373b05.json", + "task_file": "12686629298bfdc1.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2868,29 +2299,29 @@ { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "mean", + "pen.value": 0, + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "SIC", "test_statistic": "Poisson" }, - "task_file": "ab1beaa2cf04e2b4.json", + "task_file": "126ede4a6715e217.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, - "pen.value": 0, - "func": "mean", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", + "Q": 5, + "pen.value": 0.05, + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Exponential" }, - "task_file": "410417377e7de1b3.json", + "task_file": "12a207dbb84b5048.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2901,41 +2332,60 @@ "pen.value": 0, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Normal" }, - "task_file": "8e891fe47f34da61.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "1452af51638fb94e.json", + "cplocations": [ + 18, + 27, + 48, + 54, + 59, + 75, + 93, + 114 + ], + "scores": { + "f1": 0.19584569732937687, + "precision": 0.1111111111111111, + "recall": 0.8250000000000001, + "cover": 0.3949919289749798 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", + "method": "BinSeg", + "penalty": "AIC", "test_statistic": "CSS" }, - "task_file": "c032a03c9f6fbf9f.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, + "task_file": "14aae48e98b422f1.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" + }, { "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Poisson" }, - "task_file": "8533f19c2ba44115.json", + "task_file": "156ff4af96fcd8d9.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2943,14 +2393,14 @@ { "parameters": { "Q": 5, - "pen.value": 0, - "func": "var", + "pen.value": 0.05, + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CSS" }, - "task_file": "711290f105e58f5b.json", + "task_file": "160461e27e153721.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2959,13 +2409,13 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Gamma" }, - "task_file": "08f7222da9bc9481.json", + "task_file": "167163215d1dc671.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -2973,38 +2423,38 @@ { "parameters": { "Q": 60, - "pen.value": 0, + "pen.value": 0.05, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Exponential" }, - "task_file": "56ae656c9e37ff04.json", + "task_file": "1a656db716eee97e.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Normal" }, - "task_file": "b6e2507cff9d3cb8.json", + "task_file": "1ac7cd37b3e21c79.json", "cplocations": [ - 48, - 75 + 27, + 94 ], "scores": { "f1": 0.40522875816993464, "precision": 0.3333333333333333, "recall": 0.5166666666666666, - "cover": 0.5853738704214659 + "cover": 0.4668368592520748 }, "status": "SUCCESS" }, @@ -3012,16 +2462,27 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Normal" }, - "task_file": "7759c2f3dfc6e766.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "1cfb8a3b7cb9b2a1.json", + "cplocations": [ + 27, + 59, + 75, + 93, + 114 + ], + "scores": { + "f1": 0.2698412698412698, + "precision": 0.16666666666666666, + "recall": 0.7083333333333334, + "cover": 0.44452083881393517 + }, + "status": "SUCCESS" }, { "parameters": { @@ -3029,11 +2490,11 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Normal" }, - "task_file": "e376b5670e159375.json", + "task_file": "1d402e3dbe3e9e6d.json", "cplocations": [], "scores": { "f1": 0.659217877094972, @@ -3045,68 +2506,72 @@ }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", + "max_cp": "default", + "method": "BinSeg", "penalty": "Hannan-Quinn", - "test_statistic": "Exponential" + "test_statistic": "CSS" }, - "task_file": "f5c99ff98a01b7ee.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "1d532f9199e8e8d9.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Normal" }, - "task_file": "fef95455fa7ca125.json", + "task_file": "1e969928e0d182bd.json", "cplocations": [ - 2, - 4, - 18, - 27, - 34, - 40, - 44, - 54, 59, - 63, - 65, - 75, - 94, - 114 + 93 ], "scores": { - "f1": 0.1248, - "precision": 0.06666666666666667, - "recall": 0.9750000000000001, - "cover": 0.33547099087353327 + "f1": 0.4533333333333333, + "precision": 0.3333333333333333, + "recall": 0.7083333333333334, + "cover": 0.5993617959680282 }, "status": "SUCCESS" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CUSUM" + "max_cp": "default", + "method": "BinSeg", + "penalty": "None", + "test_statistic": "CSS" }, - "task_file": "a6000b505bb54043.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "1f0f1e62dd9a7a6f.json", + "cplocations": [ + 27, + 48, + 54, + 75, + 93 + ], + "scores": { + "f1": 0.2549019607843137, + "precision": 0.16666666666666666, + "recall": 0.5416666666666666, + "cover": 0.43012348668280864 + }, + "status": "SUCCESS" }, { "parameters": { @@ -3114,26 +2579,26 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Poisson" }, - "task_file": "5b644feeb3032a13.json", + "task_file": "1f46d200f4a7e86a.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0.05, + "Q": 60, + "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Poisson" + "max_cp": "max", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CUSUM" }, - "task_file": "10615b32b881bfad.json", + "task_file": "2081bd32e003e9ff.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3144,11 +2609,11 @@ "pen.value": 0, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", "test_statistic": "Gamma" }, - "task_file": "e2da2c37c722283b.json", + "task_file": "220a2120e78a60de.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3156,14 +2621,14 @@ { "parameters": { "Q": 60, - "pen.value": 0, - "func": "meanvar", + "pen.value": 0.05, + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "Poisson" }, - "task_file": "08a2bad1de4c8930.json", + "task_file": "2248bf51cfae40d9.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3171,20 +2636,22 @@ { "parameters": { "Q": 60, - "pen.value": 0, + "pen.value": 0.05, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "Normal" }, - "task_file": "35a4f01d46e1fcc1.json", - "cplocations": [], + "task_file": "22ab2be0215ff53e.json", + "cplocations": [ + 59 + ], "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 }, "status": "SUCCESS" }, @@ -3192,43 +2659,58 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "CUSUM" }, - "task_file": "e1ef0da066334808.json", + "task_file": "232e39e76a24bb4e.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", "penalty": "None", - "test_statistic": "CUSUM" + "test_statistic": "CSS" }, - "task_file": "a6adb9062d3f0cb0.json", + "task_file": "2656da7b8b52a276.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Gamma" + }, + "task_file": "267fdab6aee2de45.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0.05, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "fce8226cccdb1bcb.json", + "task_file": "2790d4be36fe3866.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3236,37 +2718,57 @@ { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "SIC", "test_statistic": "CSS" }, - "task_file": "0012e89e8b128291.json", + "task_file": "27b9b28c4fd813bd.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 5, + "pen.value": 0, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Normal" + }, + "task_file": "29c5801b05beefe0.json", "cplocations": [ 27, - 80 + 94 ], "scores": { - "f1": 0.3973063973063973, + "f1": 0.40522875816993464, "precision": 0.3333333333333333, - "recall": 0.49166666666666664, - "cover": 0.5184182247559426 + "recall": 0.5166666666666666, + "cover": 0.4668368592520748 }, "status": "SUCCESS" }, { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Exponential" }, - "task_file": "ab18194a58e3b7e3.json", + "task_file": "2afccba033f18055.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3275,58 +2777,98 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Normal" }, - "task_file": "44addeb0443dedaa.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "2bdfb1ef61d25b92.json", + "cplocations": [ + 18, + 27, + 48, + 54, + 59, + 75, + 93, + 114 + ], + "scores": { + "f1": 0.19584569732937687, + "precision": 0.1111111111111111, + "recall": 0.8250000000000001, + "cover": 0.3949919289749798 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 5, + "pen.value": 0, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Normal" + }, + "task_file": "2c2b0855272585cb.json", + "cplocations": [ + 27, + 48, + 75, + 80, + 94 + ], + "scores": { + "f1": 0.2549019607843137, + "precision": 0.16666666666666666, + "recall": 0.5416666666666666, + "cover": 0.42323266971572054 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", + "method": "BinSeg", + "penalty": "SIC", "test_statistic": "CSS" }, - "task_file": "df4bdb264c9dedbb.json", + "task_file": "2d3c6a9755c72dc0.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "mean", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Exponential" + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Poisson" }, - "task_file": "e56f8879a0a066b6.json", + "task_file": "2e154ca7e463518d.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Exponential" + "max_cp": "max", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Poisson" }, - "task_file": "ec9560fa09b139b7.json", + "task_file": "2ea714c688a433c4.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3337,11 +2879,11 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CSS" }, - "task_file": "876d4008c8666a72.json", + "task_file": "2edf8c9bbaa6f5cb.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3350,38 +2892,33 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "CUSUM" }, - "task_file": "d6db69d7d5c06e8d.json", - "cplocations": [ - 18, - 53, - 75, - 94 - ], + "task_file": "2f77bfdc7e417e24.json", + "cplocations": [], "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5139619843433403 + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 }, "status": "SUCCESS" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Poisson" }, - "task_file": "e89e195221fac6ae.json", + "task_file": "30166c2c35e1f836.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3390,13 +2927,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Poisson" }, - "task_file": "9f76ce6657f171ce.json", + "task_file": "30391b44e940a91c.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3405,13 +2942,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CSS" }, - "task_file": "f76d97866372d846.json", + "task_file": "312aa1741a830cca.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3420,13 +2957,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", + "method": "BinSeg", + "penalty": "SIC", "test_statistic": "Poisson" }, - "task_file": "ff25afc7135acdf6.json", + "task_file": "31b7f4a1c904e725.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3437,22 +2974,29 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "BIC", - "test_statistic": "Normal" - }, - "task_file": "948681008c903ca1.json", - "cplocations": [ - 53, - 80 - ], - "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, - "recall": 0.49166666666666664, - "cover": 0.5897930346729432 + "test_statistic": "Exponential" }, - "status": "SUCCESS" + "task_file": "3275a0d5ecdc0edf.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 5, + "pen.value": 0, + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CUSUM" + }, + "task_file": "3323af0ed67364ba.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { @@ -3460,11 +3004,11 @@ "pen.value": 0, "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Exponential" }, - "task_file": "c0e89f8ba076d711.json", + "task_file": "336e54fc1d7fee41.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3472,14 +3016,14 @@ { "parameters": { "Q": 5, - "pen.value": 0, + "pen.value": 0.05, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "6fbec4314f36444b.json", + "task_file": "368534f6f4de88a3.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3490,49 +3034,46 @@ "pen.value": 0, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "Hannan-Quinn", "test_statistic": "Gamma" }, - "task_file": "8b109d3671bcdd96.json", + "task_file": "36fdc52a857f9db3.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", + "max_cp": "default", + "method": "BinSeg", "penalty": "BIC", - "test_statistic": "Normal" + "test_statistic": "CSS" }, - "task_file": "20b22a0059eeb943.json", - "cplocations": [ - 48, - 75 - ], + "task_file": "38e715ae89cb5ef0.json", + "cplocations": [], "scores": { - "f1": 0.40522875816993464, - "precision": 0.3333333333333333, - "recall": 0.5166666666666666, - "cover": 0.5853738704214659 + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 }, "status": "SUCCESS" }, { "parameters": { "Q": 5, - "pen.value": 0, + "pen.value": 0.05, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Poisson" }, - "task_file": "7ecb9d03d4bed294.json", + "task_file": "3927348d280b4b51.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3541,53 +3082,28 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Poisson" }, - "task_file": "20af1cc8d93d79d8.json", + "task_file": "39a7b81829bb1024.json", "cplocations": null, "scores": null, "status": "FAIL" }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Normal" - }, - "task_file": "ac4520c514204f46.json", - "cplocations": [ - 27, - 53, - 75, - 94 - ], - "scores": { - "f1": 0.28837209302325584, - "precision": 0.2, - "recall": 0.5166666666666666, - "cover": 0.42816591600489906 - }, - "status": "SUCCESS" - }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Gamma" }, - "task_file": "0d5bf745727c5a00.json", + "task_file": "39e0712f59cad19b.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3596,16 +3112,21 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CUSUM" }, - "task_file": "e9e9d5a1ca029971.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "3a382f7fff2b01c6.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" }, { "parameters": { @@ -3613,50 +3134,26 @@ "pen.value": 0, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Normal" - }, - "task_file": "4eda5b39a77bf2a2.json", - "cplocations": [ - 2, - 4, - 18, - 27, - 34, - 40, - 44, - 47, - 54, - 57, - 59, - 63, - 65, - 75, - 94, - 105, - 107, - 114 - ], - "scores": { - "f1": 0.0998719590268886, - "precision": 0.05263157894736842, - "recall": 0.9750000000000001, - "cover": 0.30994132985658407 + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CSS" }, - "status": "SUCCESS" + "task_file": "3b479039a6977cee.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", - "test_statistic": "Exponential" + "test_statistic": "CUSUM" }, - "task_file": "fea51f5f9cf077f5.json", + "task_file": "3bc233f5213994b3.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3665,13 +3162,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "CUSUM" }, - "task_file": "5ab4cb968d6a9825.json", + "task_file": "3f20439d1e103830.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3679,14 +3176,14 @@ { "parameters": { "Q": 5, - "pen.value": 0.05, - "func": "meanvar", + "pen.value": 0, + "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Exponential" }, - "task_file": "10f49359d9d63e66.json", + "task_file": "4030f76020d24160.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3695,13 +3192,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "MBIC", - "test_statistic": "Poisson" + "test_statistic": "Exponential" }, - "task_file": "982c0afce86ab123.json", + "task_file": "41546806143a9713.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3712,51 +3209,92 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Poisson" - }, - "task_file": "d4fdf2d0e599e698.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0.05, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Normal" }, - "task_file": "a8bd979c5c1ae0d8.json", + "task_file": "41bd9cd2c4e89fcd.json", "cplocations": [ + 1, + 4, + 8, + 10, + 14, + 16, + 17, 18, - 53, - 75, - 94 - ], - "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5139619843433403 - }, - "status": "SUCCESS" - }, - { + 20, + 22, + 24, + 26, + 27, + 29, + 30, + 34, + 36, + 38, + 39, + 40, + 42, + 44, + 46, + 47, + 48, + 50, + 53, + 54, + 57, + 59, + 61, + 63, + 65, + 67, + 69, + 71, + 74, + 75, + 77, + 79, + 80, + 83, + 85, + 86, + 89, + 91, + 92, + 93, + 95, + 97, + 99, + 102, + 104, + 105, + 107, + 108, + 110, + 112, + 113, + 114 + ], + "scores": { + "f1": 0.03225806451612903, + "precision": 0.01639344262295082, + "recall": 1.0, + "cover": 0.09661016949152543 + }, + "status": "SUCCESS" + }, + { "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", + "method": "BinSeg", + "penalty": "MBIC", "test_statistic": "CSS" }, - "task_file": "495fb2c0c39b7bcc.json", + "task_file": "43c19709d8d11ff4.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3764,14 +3302,14 @@ { "parameters": { "Q": 60, - "pen.value": 0, + "pen.value": 0.05, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Gamma" }, - "task_file": "34094190bfc0951a.json", + "task_file": "43ee5717db1df2fd.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3782,91 +3320,35 @@ "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "AIC", - "test_statistic": "CUSUM" + "test_statistic": "Normal" }, - "task_file": "68c037f20c745eb2.json", - "cplocations": [], + "task_file": "43f40052e4b807e4.json", + "cplocations": [ + 27, + 59, + 93 + ], "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "f1": 0.3695652173913044, + "precision": 0.25, + "recall": 0.7083333333333334, + "cover": 0.4964752805734026 }, "status": "SUCCESS" }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" - }, - "task_file": "17f67daa00a84d08.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Poisson" - }, - "task_file": "babe6c69e72c39d6.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "CSS" - }, - "task_file": "21756b1732cf544c.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 60, - "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CSS" - }, - "task_file": "721879b817e677a8.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Gamma" }, - "task_file": "f41ef3b2bd036de9.json", + "task_file": "45f146619f61b81b.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3874,14 +3356,14 @@ { "parameters": { "Q": 60, - "pen.value": 0, + "pen.value": 0.05, "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "CUSUM" }, - "task_file": "9f7919718c36dd75.json", + "task_file": "4725f08fd873df2e.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3889,14 +3371,14 @@ { "parameters": { "Q": 5, - "pen.value": 0, + "pen.value": 0.05, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "5e6205aa663fbea4.json", + "task_file": "48639dda56cc37e5.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3907,11 +3389,11 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Exponential" }, - "task_file": "eb8ba43528c6eba6.json", + "task_file": "48c092fbd28be9b0.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3920,13 +3402,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "None", - "test_statistic": "Poisson" + "test_statistic": "Gamma" }, - "task_file": "811e2778fbb8b11a.json", + "task_file": "48c31d82f2e21a91.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3935,13 +3417,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", + "method": "BinSeg", + "penalty": "MBIC", "test_statistic": "Poisson" }, - "task_file": "61b03f5e3a9672ce.json", + "task_file": "490b0c076236ff4a.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -3949,59 +3431,118 @@ { "parameters": { "Q": 60, - "pen.value": 0, - "func": "mean", + "pen.value": 0.05, + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CSS" }, - "task_file": "c087472fadf1257d.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "4b52d09fc863b659.json", + "cplocations": [ + 27, + 93 + ], + "scores": { + "f1": 0.40522875816993464, + "precision": 0.3333333333333333, + "recall": 0.5166666666666666, + "cover": 0.46970177750847303 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "CUSUM" }, - "task_file": "88ecf98bb11c8e01.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 60, - "pen.value": 0.05, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Poisson" + "task_file": "4bc992033c8b229f.json", + "cplocations": [ + 1, + 2, + 5, + 8, + 9, + 14, + 16, + 17, + 18, + 20, + 22, + 23, + 24, + 26, + 27, + 29, + 30, + 34, + 36, + 38, + 39, + 40, + 42, + 44, + 46, + 48, + 50, + 53, + 54, + 57, + 59, + 63, + 65, + 67, + 69, + 70, + 73, + 74, + 75, + 77, + 79, + 80, + 83, + 85, + 86, + 89, + 91, + 92, + 93, + 95, + 97, + 99, + 102, + 105, + 107, + 108, + 110, + 112, + 113, + 115 + ], + "scores": { + "f1": 0.03225806451612903, + "precision": 0.01639344262295082, + "recall": 1.0, + "cover": 0.09943502824858756 }, - "task_file": "857156f828a1b718.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "status": "SUCCESS" }, { "parameters": { - "Q": 60, - "pen.value": 0.05, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "CSS" + "Q": 5, + "pen.value": 0, + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CUSUM" }, - "task_file": "067d51c08caa508d.json", + "task_file": "5298fd19e47baf5e.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4012,26 +3553,26 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Gamma" }, - "task_file": "c76a8a74857405e0.json", + "task_file": "553337af588e22b1.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "CUSUM" + "max_cp": "default", + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Exponential" }, - "task_file": "65130b29bf63f13f.json", + "task_file": "5694ee027c6cb500.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4042,26 +3583,26 @@ "pen.value": 0.05, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "Asymptotic", - "test_statistic": "Exponential" + "test_statistic": "Gamma" }, - "task_file": "e5bd081944867682.json", + "task_file": "56afed767336e318.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", + "max_cp": "max", + "method": "BinSeg", "penalty": "None", - "test_statistic": "Exponential" + "test_statistic": "CSS" }, - "task_file": "c253530cb3a8e37b.json", + "task_file": "5790adc4c7b775f5.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4072,41 +3613,46 @@ "pen.value": 0, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Gamma" }, - "task_file": "df898968533372f7.json", + "task_file": "5966d25a512ccfa8.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CSS" }, - "task_file": "fae858e68bca659b.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "59c048862d042c9a.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Poisson" }, - "task_file": "7272700d8eb7401c.json", + "task_file": "5bc576e8feeb103c.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4114,14 +3660,14 @@ { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "mean", + "pen.value": 0, + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Exponential" }, - "task_file": "73238971c59861aa.json", + "task_file": "5cbcc4fda6fbfbd5.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4129,14 +3675,14 @@ { "parameters": { "Q": 5, - "pen.value": 0, - "func": "var", + "pen.value": 0.05, + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CSS" }, - "task_file": "e3fdbb3ab6a43a4e.json", + "task_file": "5d4ff127dc8a1d62.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4145,24 +3691,19 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "CUSUM" }, - "task_file": "21c1ada314bb5fe0.json", - "cplocations": [ - 27, - 53, - 75, - 94 - ], + "task_file": "60cbad0729cd7fe9.json", + "cplocations": [], "scores": { - "f1": 0.28837209302325584, - "precision": 0.2, - "recall": 0.5166666666666666, - "cover": 0.42816591600489906 + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 }, "status": "SUCCESS" }, @@ -4172,11 +3713,11 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", - "test_statistic": "CSS" + "test_statistic": "Exponential" }, - "task_file": "ba00a3007956d321.json", + "task_file": "60cc4198433847c6.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4185,132 +3726,142 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Exponential" - }, - "task_file": "2ee41e675f7e4a10.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Normal" }, - "task_file": "d2829a0c08219622.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Exponential" + "task_file": "62a63cbe59b49d11.json", + "cplocations": [ + 2, + 5, + 8, + 10, + 14, + 16, + 18, + 22, + 24, + 27, + 30, + 32, + 34, + 38, + 40, + 44, + 48, + 51, + 54, + 57, + 59, + 63, + 67, + 70, + 73, + 75, + 78, + 80, + 83, + 86, + 89, + 91, + 93, + 97, + 99, + 102, + 105, + 108, + 110, + 114 + ], + "scores": { + "f1": 0.047619047619047616, + "precision": 0.024390243902439025, + "recall": 1.0, + "cover": 0.10067796610169491 }, - "task_file": "8b2f05170d4f3d51.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CUSUM" }, - "task_file": "d4fecd6778587e54.json", + "task_file": "63f75fc07c5b54e7.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CSS" - }, - "task_file": "ec1b19d1b6541dad.json", - "cplocations": [], - "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Gamma" }, - "status": "SUCCESS" + "task_file": "64d2b47ca1d14fd3.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { "Q": 5, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Poisson" }, - "task_file": "5b15b5437eda7017.json", + "task_file": "660baa68faaf374b.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Gamma" + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", + "penalty": "None", + "test_statistic": "CUSUM" }, - "task_file": "0e5840ce5ce77bf3.json", + "task_file": "66a543028681be0f.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "MBIC", "test_statistic": "Normal" }, - "task_file": "7fdffc4e74099dc2.json", + "task_file": "681d53b0fe5d50b9.json", "cplocations": [ - 48, - 75 + 59 ], "scores": { - "f1": 0.40522875816993464, - "precision": 0.3333333333333333, - "recall": 0.5166666666666666, - "cover": 0.5853738704214659 + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 }, "status": "SUCCESS" }, @@ -4320,11 +3871,11 @@ "pen.value": 0, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "AIC", "test_statistic": "CSS" }, - "task_file": "d1b0bf0491cc60e2.json", + "task_file": "6918874bc8b2af81.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4333,13 +3884,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Exponential" }, - "task_file": "77e358c6a3adbaaa.json", + "task_file": "69b7aad9c86668ac.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4347,52 +3898,41 @@ { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "mean", + "pen.value": 0, + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Normal" - }, - "task_file": "04dd341877cb277d.json", - "cplocations": [ - 59 - ], - "scores": { - "f1": 0.5774647887323944, - "precision": 0.5, - "recall": 0.6833333333333333, - "cover": 0.6826141913243321 + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Poisson" }, - "status": "SUCCESS" + "task_file": "6aa0139fe518368d.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "Q": 60, - "pen.value": 0.05, + "Q": 5, + "pen.value": 0, "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "max_cp": "default", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Normal" }, - "task_file": "39dedb2df1092201.json", + "task_file": "6c2212105059a43e.json", "cplocations": [ - 2, - 4, 18, 27, 54, 59, - 75, - 94, - 114 + 93 ], "scores": { - "f1": 0.1777777777777778, - "precision": 0.1, + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, "recall": 0.8, - "cover": 0.4135869670191704 + "cover": 0.4911791749672515 }, "status": "SUCCESS" }, @@ -4400,13 +3940,13 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Poisson" }, - "task_file": "a6df159cfb22864c.json", + "task_file": "6c2efb40ec3dae1e.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4415,68 +3955,75 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CSS" - }, - "task_file": "b218f5aa27e897aa.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Exponential" }, - "task_file": "944d82ffdc921565.json", + "task_file": "6c3195e08cd25394.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Normal" }, - "task_file": "43cda02f5327259f.json", + "task_file": "6e116a6b4e96c194.json", "cplocations": [ + 2, 18, - 53, + 27, + 48, + 54, + 57, + 59, + 63, 75, - 94 + 93, + 114 ], "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5139619843433403 + "f1": 0.15322580645161288, + "precision": 0.08333333333333333, + "recall": 0.9500000000000001, + "cover": 0.38595238095238094 }, "status": "SUCCESS" }, { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "meanvar", + "pen.value": 0, + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CSS" + }, + "task_file": "6f3262ff4b192add.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 5, + "pen.value": 0, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "MBIC", "test_statistic": "Gamma" }, - "task_file": "121a378df7b2b2be.json", + "task_file": "709821cd9941951c.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4485,28 +4032,33 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", - "test_statistic": "Poisson" + "test_statistic": "CSS" }, - "task_file": "60a9b3da655a0934.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "70c2e476fa0d6b0a.json", + "cplocations": [], + "scores": { + "f1": 0.659217877094972, + "precision": 1.0, + "recall": 0.49166666666666664, + "cover": 0.5107153116920425 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CUSUM" + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "CSS" }, - "task_file": "19b06de3bc7ca68e.json", + "task_file": "723b676afb78b280.json", "cplocations": [], "scores": { "f1": 0.659217877094972, @@ -4518,15 +4070,15 @@ }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0.05, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", + "func": "mean", + "max_cp": "max", + "method": "BinSeg", "penalty": "Asymptotic", - "test_statistic": "CUSUM" + "test_statistic": "Exponential" }, - "task_file": "90318caa255d0ac0.json", + "task_file": "74b3a674cad730e2.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4535,73 +4087,83 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "CSS" }, - "task_file": "1ac366e39d74c172.json", + "task_file": "75081a05fb5467c0.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0.05, + "Q": 60, + "pen.value": 0, "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Exponential" + "max_cp": "max", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Normal" }, - "task_file": "663e0b67c1aff85d.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "75d8aefabb4f5028.json", + "cplocations": [ + 27, + 48, + 80, + 94 + ], + "scores": { + "f1": 0.29213483146067415, + "precision": 0.2, + "recall": 0.5416666666666666, + "cover": 0.4307863939509792 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", + "func": "mean", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Exponential" }, - "task_file": "76724c65fdb59b85.json", + "task_file": "777103455bfc8fe4.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, - "pen.value": 0.05, + "Q": 5, + "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "max_cp": "default", + "method": "BinSeg", + "penalty": "SIC", "test_statistic": "CUSUM" }, - "task_file": "c3391780518793ea.json", + "task_file": "7838a4ee7728db77.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Poisson" + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Exponential" }, - "task_file": "29d312504ca4a26f.json", + "task_file": "7899cb73305c58ed.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4612,26 +4174,37 @@ "pen.value": 0, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Normal" }, - "task_file": "bce2002a0169d207.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "79cab95eb01cac74.json", + "cplocations": [ + 18, + 27, + 54, + 59, + 93 + ], + "scores": { + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, + "recall": 0.8, + "cover": 0.4911791749672515 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "mean", + "pen.value": 0, + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Exponential" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CSS" }, - "task_file": "247ede8bdda3c785.json", + "task_file": "7c3c8bed250ea80a.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4640,13 +4213,13 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "CUSUM" }, - "task_file": "28da387c403ccd67.json", + "task_file": "7cb8d53505180e5a.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4657,49 +4230,31 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CUSUM" }, - "task_file": "ccc840e973cc94f0.json", - "cplocations": [ - 53, - 80 - ], + "task_file": "7d934307eca58b83.json", + "cplocations": [], "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, + "f1": 0.659217877094972, + "precision": 1.0, "recall": 0.49166666666666664, - "cover": 0.5897930346729432 + "cover": 0.5107153116920425 }, "status": "SUCCESS" }, { "parameters": { "Q": 60, - "pen.value": 0.05, - "func": "meanvar", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "CUSUM" - }, - "task_file": "5d744cc98e562a46.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 60, - "pen.value": 0.05, - "func": "var", + "pen.value": 0, + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Poisson" }, - "task_file": "c5dce7ceae5cde32.json", + "task_file": "7eff97056afc7f13.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4708,28 +4263,62 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Normal" }, - "task_file": "729571a3db356729.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "7f2e8335fc145c9a.json", + "cplocations": [ + 59, + 93 + ], + "scores": { + "f1": 0.4533333333333333, + "precision": 0.3333333333333333, + "recall": 0.7083333333333334, + "cover": 0.5993617959680282 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 60, - "pen.value": 0.05, + "Q": 5, + "pen.value": 0, "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Normal" + }, + "task_file": "80e83411874576ca.json", + "cplocations": [ + 18, + 27, + 54, + 59, + 93 + ], + "scores": { + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, + "recall": 0.8, + "cover": 0.4911791749672515 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Asymptotic", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Exponential" }, - "task_file": "fe94c6074f97e7b6.json", + "task_file": "817099959ff36cb8.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4740,11 +4329,11 @@ "pen.value": 0, "func": "var", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", + "method": "BinSeg", + "penalty": "Hannan-Quinn", "test_statistic": "Gamma" }, - "task_file": "b5d7dd6cfaeb58b7.json", + "task_file": "81750827d8126f44.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4753,24 +4342,31 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "CSS" }, - "task_file": "3cc60b8cfd3d6088.json", - "cplocations": [ - 53, - 80 - ], - "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, - "recall": 0.49166666666666664, - "cover": 0.5897930346729432 + "task_file": "820186a6c057a71b.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Gamma" }, - "status": "SUCCESS" + "task_file": "8340247a3385c56c.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { @@ -4778,81 +4374,116 @@ "pen.value": 0, "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Exponential" }, - "task_file": "61f0db5a999f9bf3.json", + "task_file": "838929158f4fc681.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "None", "test_statistic": "Normal" }, - "task_file": "7858c02dcb1be723.json", + "task_file": "83d254ac6be496c8.json", "cplocations": [ + 2, + 5, + 8, + 11, + 14, + 16, 18, - 53, + 21, + 23, + 27, + 30, + 34, + 37, + 40, + 44, + 48, + 51, + 54, + 57, + 59, + 63, + 67, + 70, + 72, 75, - 94 + 78, + 80, + 84, + 86, + 89, + 91, + 94, + 97, + 99, + 102, + 105, + 108, + 110, + 114 ], "scores": { - "f1": 0.3010309278350516, - "precision": 0.2, - "recall": 0.6083333333333334, - "cover": 0.5139619843433403 + "f1": 0.04878048780487806, + "precision": 0.025, + "recall": 1.0, + "cover": 0.09898305084745762 }, "status": "SUCCESS" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "Poisson" + "max_cp": "max", + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Exponential" }, - "task_file": "12ecdb95ebbae9a1.json", + "task_file": "84dc398310f44561.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0, + "Q": 60, + "pen.value": 0.05, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Normal" + "max_cp": "max", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "6e71c2c6668e42a1.json", + "task_file": "86ebd919e74f16e8.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", + "func": "mean", + "max_cp": "max", + "method": "BinSeg", "penalty": "Hannan-Quinn", - "test_statistic": "Exponential" + "test_statistic": "CSS" }, - "task_file": "06ff95edc673927f.json", + "task_file": "87e190e722444f9a.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4861,13 +4492,13 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Poisson" }, - "task_file": "7934542c5236cfeb.json", + "task_file": "8920387313e5b3aa.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4875,29 +4506,39 @@ { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Normal" }, - "task_file": "b8e99c85ebe2bc72.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "8932555902c2d8cb.json", + "cplocations": [ + 27, + 48, + 80, + 94 + ], + "scores": { + "f1": 0.29213483146067415, + "precision": 0.2, + "recall": 0.5416666666666666, + "cover": 0.4307863939509792 + }, + "status": "SUCCESS" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", + "func": "var", + "max_cp": "max", + "method": "BinSeg", "penalty": "None", - "test_statistic": "CUSUM" + "test_statistic": "Gamma" }, - "task_file": "708d534e329e8e7e.json", + "task_file": "89f7d9dfcc54cb3a.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4906,13 +4547,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "SIC", - "test_statistic": "Poisson" + "test_statistic": "Exponential" }, - "task_file": "a2d3d69ee7acf176.json", + "task_file": "8e7b6035b6b4d3be.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4923,46 +4564,11 @@ "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CUSUM" - }, - "task_file": "9f40244e3f92a79f.json", - "cplocations": [], - "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 - }, - "status": "SUCCESS" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Exponential" - }, - "task_file": "12a90b59bfed0357.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", + "method": "BinSeg", + "penalty": "BIC", "test_statistic": "Exponential" }, - "task_file": "fb4105f24ebeb14c.json", + "task_file": "8f100123bf5430ee.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4973,11 +4579,11 @@ "pen.value": 0, "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Poisson" }, - "task_file": "b01b6996b27664c0.json", + "task_file": "8f1052603f020722.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -4986,13 +4592,13 @@ "parameters": { "Q": 60, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "CUSUM" }, - "task_file": "e85d675d6331d2aa.json", + "task_file": "902b27c016726bef.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5003,26 +4609,11 @@ "pen.value": 0, "func": "var", "max_cp": "max", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "AIC", - "test_statistic": "Poisson" - }, - "task_file": "b8c1c270c50ed22f.json", - "cplocations": null, - "scores": null, - "status": "FAIL" - }, - { - "parameters": { - "Q": 5, - "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Normal" + "test_statistic": "CUSUM" }, - "task_file": "b319862745195d02.json", + "task_file": "906f36645af1f955.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5030,53 +4621,66 @@ { "parameters": { "Q": 5, - "pen.value": 0, + "pen.value": 0.05, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "AIC", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Normal" }, - "task_file": "d4815fd588f78868.json", + "task_file": "9085b45978f09899.json", "cplocations": [ - 27, - 59, - 93 + 59 ], "scores": { - "f1": 0.3695652173913044, - "precision": 0.25, - "recall": 0.7083333333333334, - "cover": 0.4964752805734026 + "f1": 0.5774647887323944, + "precision": 0.5, + "recall": 0.6833333333333333, + "cover": 0.6826141913243321 }, "status": "SUCCESS" }, { "parameters": { "Q": 5, + "pen.value": 0.05, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" + }, + "task_file": "921d6d03aad4364f.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, "pen.value": 0, "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "CSS" + "max_cp": "max", + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Poisson" }, - "task_file": "10881a9adc0de520.json", + "task_file": "92c359ef62f74e47.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "var", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Gamma" + "func": "mean", + "max_cp": "max", + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Poisson" }, - "task_file": "6d3b8c0ec513080b.json", + "task_file": "93717da514b036c3.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5085,22 +4689,25 @@ "parameters": { "Q": 5, "pen.value": 0.05, - "func": "var", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "Asymptotic", "test_statistic": "Normal" }, - "task_file": "6d02adc7a6cd1fad.json", + "task_file": "94b456dd9ce5d7e1.json", "cplocations": [ - 48, - 75 + 18, + 27, + 54, + 59, + 93 ], "scores": { - "f1": 0.40522875816993464, - "precision": 0.3333333333333333, - "recall": 0.5166666666666666, - "cover": 0.5853738704214659 + "f1": 0.27586206896551724, + "precision": 0.16666666666666666, + "recall": 0.8, + "cover": 0.4911791749672515 }, "status": "SUCCESS" }, @@ -5108,43 +4715,43 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "CSS" }, - "task_file": "2e0a718044c7a6ee.json", + "task_file": "94eeee87930880ff.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0, - "func": "mean", - "max_cp": "default", - "method": "SegNeigh", - "penalty": "None", + "Q": 60, + "pen.value": 0.05, + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Asymptotic", "test_statistic": "Gamma" }, - "task_file": "266c8fb6082b0466.json", + "task_file": "965a3e3b467ad54a.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Poisson" + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Exponential" }, - "task_file": "564cb45d75e78e12.json", + "task_file": "985628cd423636b1.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5155,11 +4762,11 @@ "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Exponential" }, - "task_file": "313d42a72b1b9f45.json", + "task_file": "9ad0e75971f1a803.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5170,26 +4777,35 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "None", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Normal" }, - "task_file": "f62e90f8b12ad19c.json", - "cplocations": null, - "scores": null, - "status": "FAIL" + "task_file": "9be2041ad8632df7.json", + "cplocations": [ + 27, + 59, + 93 + ], + "scores": { + "f1": 0.3695652173913044, + "precision": 0.25, + "recall": 0.7083333333333334, + "cover": 0.4964752805734026 + }, + "status": "SUCCESS" }, { "parameters": { "Q": 60, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "Hannan-Quinn", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Exponential" }, - "task_file": "cbecd2607e97f3e9.json", + "task_file": "9c0f432a6b77aa3d.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5198,28 +4814,28 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Poisson" + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Gamma" }, - "task_file": "c8002dd086cd8136.json", + "task_file": "9c4873667015b274.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, + "Q": 5, "pen.value": 0, - "func": "var", - "max_cp": "max", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "Gamma" + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CSS" }, - "task_file": "77ab56bc6567abca.json", + "task_file": "9c82e2827b55942c.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5230,11 +4846,69 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "CUSUM" + }, + "task_file": "9c9c7b6bdf6671b2.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0.05, + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "Normal" + }, + "task_file": "9d89fc83d6ee3e6e.json", + "cplocations": [ + 18, + 27, + 54, + 59, + 75, + 93, + 114 + ], + "scores": { + "f1": 0.21621621621621623, + "precision": 0.125, + "recall": 0.8, + "cover": 0.4307501569365976 + }, + "status": "SUCCESS" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", "penalty": "SIC", - "test_statistic": "Poisson" + "test_statistic": "Exponential" }, - "task_file": "9f096447b41dd6b2.json", + "task_file": "9d9dcb49c59911f7.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "mean", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Gamma" + }, + "task_file": "9e3f9e6cf70b7285.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5243,13 +4917,13 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "meanvar", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "MBIC", - "test_statistic": "CSS" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Exponential" }, - "task_file": "60cec232f25d5012.json", + "task_file": "9e78727470f09b3e.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5258,48 +4932,43 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "var", + "func": "mean", "max_cp": "default", - "method": "SegNeigh", + "method": "BinSeg", "penalty": "AIC", - "test_statistic": "CUSUM" + "test_statistic": "Gamma" }, - "task_file": "ac2b162b4d30db3a.json", + "task_file": "9f1ddc9f1c3f9669.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, "func": "var", - "max_cp": "default", - "method": "SegNeigh", + "max_cp": "max", + "method": "BinSeg", "penalty": "BIC", - "test_statistic": "CSS" - }, - "task_file": "a56a9bcf9ac4297b.json", - "cplocations": [], - "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "test_statistic": "CUSUM" }, - "status": "SUCCESS" + "task_file": "a0821b0fb9080bdb.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "Q": 5, + "Q": 60, "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "SegNeigh", + "func": "mean", + "max_cp": "max", + "method": "BinSeg", "penalty": "MBIC", - "test_statistic": "Exponential" + "test_statistic": "CUSUM" }, - "task_file": "f628158935491ce1.json", + "task_file": "a0b5bb6bd0e0b529.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5310,20 +4979,23 @@ "pen.value": 0, "func": "var", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", + "method": "BinSeg", + "penalty": "AIC", "test_statistic": "Normal" }, - "task_file": "7afd1a3b7592ef99.json", + "task_file": "a10c7138c3ec83cd.json", "cplocations": [ + 27, 48, - 75 + 75, + 80, + 94 ], "scores": { - "f1": 0.40522875816993464, - "precision": 0.3333333333333333, - "recall": 0.5166666666666666, - "cover": 0.5853738704214659 + "f1": 0.2549019607843137, + "precision": 0.16666666666666666, + "recall": 0.5416666666666666, + "cover": 0.42323266971572054 }, "status": "SUCCESS" }, @@ -5333,11 +5005,26 @@ "pen.value": 0, "func": "mean", "max_cp": "max", - "method": "SegNeigh", - "penalty": "AIC", - "test_statistic": "Gamma" + "method": "BinSeg", + "penalty": "MBIC", + "test_statistic": "Poisson" }, - "task_file": "d40204231fb0cf1f.json", + "task_file": "a323a87976df5efa.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "mean", + "max_cp": "max", + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Exponential" + }, + "task_file": "a3cecb491850cdd2.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5345,14 +5032,14 @@ { "parameters": { "Q": 5, - "pen.value": 0.05, + "pen.value": 0, "func": "mean", "max_cp": "default", - "method": "SegNeigh", - "penalty": "Asymptotic", - "test_statistic": "CUSUM" + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Poisson" }, - "task_file": "e584cc17c967cd27.json", + "task_file": "a40df29576c9e538.json", "cplocations": null, "scores": null, "status": "FAIL" @@ -5361,580 +5048,396 @@ "parameters": { "Q": 5, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "SIC", - "test_statistic": "CSS" - }, - "task_file": "9a3be21d306338d5.json", - "cplocations": [], - "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Gamma" }, - "status": "SUCCESS" - } - ], - "default_segneigh": [ + "task_file": "a45a67dd1f70a207.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, { "parameters": { "Q": 5, "pen.value": 0, - "func": "mean", + "func": "meanvar", "max_cp": "default", - "method": "SegNeigh", - "penalty": "BIC", - "test_statistic": "Normal" + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "CUSUM" }, - "task_file": "84b1fa25bb03c45c.json", - "cplocations": [ - 53, - 80 - ], - "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, - "recall": 0.49166666666666664, - "cover": 0.5897930346729432 + "task_file": "a5c87fb1f925fc17.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, + { + "parameters": { + "Q": 60, + "pen.value": 0, + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "BIC", + "test_statistic": "Gamma" }, - "status": "SUCCESS" - } - ], - "best_rfpop": [ + "task_file": "a7487cd085ddf49b.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, { "parameters": { - "lambda": 4.770685, - "loss": "L2" + "Q": 5, + "pen.value": 0, + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "Exponential" }, - "task_file": "19ff1b45b2d78787.json", - "cplocations": [ - 18, - 27, - 34, - 40, - 44, - 48, - 54, - 59, - 65, - 67, - 69, - 74, - 75, - 79, - 80, - 83, - 85, - 86, - 93, - 94, - 105, - 110, - 112, - 113, - 114 - ], - "scores": { - "f1": 0.07407407407407407, - "precision": 0.038461538461538464, - "recall": 1.0, - "cover": 0.2973352165725047 - }, - "status": "SUCCESS" + "task_file": "a796af910d806efb.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "lambda": 4.770685, - "loss": "L1" - }, - "task_file": "38c55912d6d9af62.json", - "cplocations": [ - 18, - 27, - 47, - 53, - 59, - 75, - 79, - 80, - 85, - 86, - 93, - 114 - ], - "scores": { - "f1": 0.14107883817427386, - "precision": 0.07692307692307693, - "recall": 0.8500000000000001, - "cover": 0.39217533606078314 + "Q": 60, + "pen.value": 0, + "func": "mean", + "max_cp": "max", + "method": "BinSeg", + "penalty": "SIC", + "test_statistic": "Poisson" }, - "status": "SUCCESS" + "task_file": "a8095f1e82d97670.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "lambda": 6.678958, - "lthreshold": 1.345, - "loss": "Huber" - }, - "task_file": "34c0b9a56a494504.json", - "cplocations": [ - 18, - 27, - 34, - 40, - 44, - 53, - 59, - 65, - 67, - 69, - 75, - 79, - 80, - 83, - 85, - 86, - 93, - 94, - 105, - 110, - 114 - ], - "scores": { - "f1": 0.08695652173913045, - "precision": 0.045454545454545456, - "recall": 1.0, - "cover": 0.301572504708098 + "Q": 60, + "pen.value": 0.05, + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "Exponential" }, - "status": "SUCCESS" + "task_file": "a9b53cbf29ab5077.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "lambda": 9.541369, - "lthreshold": 3, - "loss": "Outlier" - }, - "task_file": "a3bb2cac493d7779.json", - "cplocations": [ - 18, - 27, - 40, - 44, - 53, - 59, - 65, - 67, - 69, - 75, - 94, - 105, - 114 - ], - "scores": { - "f1": 0.13310580204778158, - "precision": 0.07142857142857142, - "recall": 0.9750000000000001, - 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"changepoint.range": 1, - "threshold": 0.01, - "yearly.seasonality": "auto", - "weekly.seasonality": "auto", - "daily.seasonality": "auto", - "Nmax": 117 - }, - "task_file": "1eee1ed88fc09a35.json", - "cplocations": [ - 39, - 40, - 41, - 42, - 43, - 44, - 45, - 46 - ], - "scores": { - "f1": 0.18439716312056736, - "precision": 0.1111111111111111, - "recall": 0.5416666666666666, - "cover": 0.5745768856386569 + "Q": 5, + "pen.value": 0, + "func": "meanvar", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Hannan-Quinn", + "test_statistic": "CSS" }, - "status": "SUCCESS" - } - ], - "best_bocpd": [ + "task_file": "b3c499755b2d7951.json", + "cplocations": null, + "scores": null, + "status": "FAIL" + }, { "parameters": { - "missPts": "none", - "cpthreshold": 0.5, - "truncRlim": 0.0001, - "minRlength": 1, - "maxRlength": 10000, - "minsep": 1, - "maxsep": 10000, - "multivariate": false, - "lambda": 100, - "prior_a": 1, - "prior_b": 1, - "prior_k": 100 - }, - "task_file": "b66819eb496122e6.json", - "cplocations": [ - 49, - 76 - ], - "scores": { - "f1": 0.40522875816993464, - "precision": 0.3333333333333333, - "recall": 0.5166666666666666, - "cover": 0.5850094766215989 + "Q": 60, + "pen.value": 0.05, + "func": "meanvar", + "max_cp": "max", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "CSS" }, - "status": "SUCCESS" + "task_file": "b5378126b0e39251.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "missPts": "none", - "cpthreshold": 0.5, - "truncRlim": 0.0001, - "minRlength": 1, - "maxRlength": 10000, - "minsep": 1, - "maxsep": 10000, - "multivariate": false, - "lambda": 200, - "prior_a": 100, - "prior_b": 100, - "prior_k": 1 - }, - "task_file": "218c5e250b890dd8.json", - "cplocations": [ - 60 - ], - "scores": { - "f1": 0.5774647887323944, - "precision": 0.5, - "recall": 0.6833333333333333, - "cover": 0.6938028443405415 + "Q": 60, + "pen.value": 0, + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "AIC", + "test_statistic": "Gamma" }, - "status": "SUCCESS" + "task_file": "b5b9432d4a3b53f3.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "missPts": "none", - "cpthreshold": 0.5, - "truncRlim": 0.0001, - "minRlength": 1, - "maxRlength": 10000, - "minsep": 1, - "maxsep": 10000, - "multivariate": false, - "lambda": 50, - "prior_a": 100, - "prior_b": 0.01, - "prior_k": 1 - }, - "task_file": "e41ff835d739013d.json", - "cplocations": [], - "scores": { - "f1": 0.659217877094972, - "precision": 1.0, - "recall": 0.49166666666666664, - "cover": 0.5107153116920425 + "Q": 5, + "pen.value": 0.05, + "func": "var", + "max_cp": "default", + "method": "BinSeg", + "penalty": "Asymptotic", + "test_statistic": "Gamma" }, - "status": "SUCCESS" + "task_file": "b922eb28c68df985.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "missPts": "none", - "cpthreshold": 0.5, - "truncRlim": 0.0001, - "minRlength": 1, - "maxRlength": 10000, - "minsep": 1, - "maxsep": 10000, - "multivariate": false, - "lambda": 200, - "prior_a": 0.01, - "prior_b": 0.01, - "prior_k": 100 - }, - "task_file": "8dd3f05a916f403f.json", - "cplocations": [ - 54, - 76 - ], - "scores": { - "f1": 0.3973063973063973, - "precision": 0.3333333333333333, - "recall": 0.49166666666666664, - "cover": 0.6103876590371943 + "Q": 60, + "pen.value": 0, + "func": "var", + "max_cp": "max", + "method": "BinSeg", + "penalty": "None", + "test_statistic": "Exponential" }, - "status": "SUCCESS" + "task_file": "b9273dfdef82b662.json", + "cplocations": null, + "scores": null, + "status": "FAIL" }, { "parameters": { - "missPts": "none", - "cpthreshold": 0.5, - "truncRlim": 0.0001, - "minRlength": 1, - "maxRlength": 10000, - "minsep": 1, - "maxsep": 10000, - "multivariate": false, - "lambda": 50, - "prior_a": 0.01, - "prior_b": 0.01, - "prior_k": 1 - }, - "task_file": "666873f4d5d0e13b.json", - "cplocations": [ - 28, - 60, - 76 - ], - "scores": { - "f1": 0.36607142857142855, - "precision": 0.25, - "recall": 0.6833333333333333, - 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"task_file": "22ab2be0215ff53e.json", + "task_file": "0be2b04807928f6d.json", "cplocations": [ 59 ], @@ -12432,2970 +12137,3313 @@ }, { "parameters": { - "Q": 60, "pen.value": 0, - "func": "var", + "func": "meanvar", "max_cp": "max", - "method": "BinSeg", - "penalty": "AIC", - "test_statistic": "Gamma" + "method": "PELT", + "penalty": "Hannan-Quinn", + "test_statistic": "Exponential" }, - "task_file": "b5b9432d4a3b53f3.json", + "task_file": "0d986ec84d02ef44.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 5, - "pen.value": 0, - "func": "meanvar", - "max_cp": "default", - "method": "BinSeg", - "penalty": "SIC", - "test_statistic": "CSS" + "pen.value": 0.05, + "func": "var", + "max_cp": "max", + "method": "PELT", + "penalty": "Asymptotic", + "test_statistic": "CUSUM" }, - "task_file": "e618ea6e04a2e236.json", + "task_file": "0e74a62577094725.json", "cplocations": null, "scores": null, "status": "FAIL" }, { "parameters": { - "Q": 60, "pen.value": 0, "func": "mean", "max_cp": "max", - 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