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Merged
TonyBagnall merged 3 commits into from
Sep 18, 2026
Merged

Leaderboard link #29

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b0ac5f3
Ingest EmoPain: the dataset is complete and now scored
TonyBagnall Sep 11, 2026
17a76bd
Correct the recorded reason for RDST on USCActivity
TonyBagnall Sep 11, 2026
4364438
Ingest HC2 on STEW and Tiselac, rebuilt from components, and TDE on STEW
TonyBagnall Sep 18, 2026
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54 changes: 27 additions & 27 deletions README.md
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Expand Up @@ -40,33 +40,33 @@ The current paper version describes:
<!-- LEADERBOARD:START -->
| # | Estimator | Accuracy rank | Accuracy | Balanced accuracy | AUROC | F1 | Log loss &darr; | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|---|---|
| 1 | HC2 | **7.64** | **0.7917** | **0.7557** | **0.8935** | **0.7302** | **0.5350** | 0.7469 | **0.7998** |
| 2 | MRHydra | 9.08 | 0.7794 | 0.7520 | 0.8040 | 0.7266 | 7.9526 | **0.7577** | 0.7768 |
| 3 | RDST | 9.46 | 0.7729 | 0.7386 | 0.7928 | 0.7075 | 8.1867 | 0.7172 | 0.7902 |
| 4 | RIST | 9.85 | 0.7744 | 0.7451 | 0.8679 | 0.7174 | 0.6150 | 0.7416 | 0.7743 |
| 5 | CIF | 10.23 | 0.7770 | 0.7487 | 0.8842 | 0.7246 | 0.6442 | 0.7459 | 0.7780 |
| 6 | DrCIF | 10.25 | 0.7731 | 0.7433 | 0.8745 | 0.7189 | 0.6430 | 0.7400 | 0.7736 |
| 7 | QUANT | 10.70 | 0.7668 | 0.7404 | 0.8694 | 0.7166 | 0.7285 | 0.7491 | 0.7570 |
| 8 | LITETime-MV | 10.95 | 0.7511 | 0.7320 | 0.8503 | 0.6878 | 1.3004 | 0.7167 | 0.7660 |
| 9 | Arsenal | 11.04 | 0.7663 | 0.7335 | 0.8419 | 0.7061 | 3.6444 | 0.7266 | 0.7752 |
| 10 | ROCKET | 11.09 | 0.7690 | 0.7362 | 0.7925 | 0.7065 | 8.3274 | 0.7228 | 0.7798 |
| 11 | STSF | 11.29 | 0.7727 | 0.7508 | 0.8723 | 0.7164 | 0.6685 | 0.7412 | 0.7845 |
| 12 | H-InceptionTime | 11.61 | 0.7421 | 0.7208 | 0.8447 | 0.6853 | 1.3448 | 0.7227 | 0.7436 |
| 13 | ConvTran | 12.88 | 0.7490 | 0.7177 | 0.8529 | 0.6862 | 0.8826 | 0.7234 | 0.7419 |
| 14 | DisjointCNN | 13.08 | 0.7296 | 0.7057 | 0.8246 | 0.6641 | 2.1100 | 0.6815 | 0.7431 |
| 15 | PatchMTSC | 13.37 | 0.7454 | 0.6990 | 0.8250 | 0.6671 | 0.7818 | 0.6981 | 0.7397 |
| 16 | Catch22 | 13.47 | 0.7463 | 0.7177 | 0.8605 | 0.6929 | 0.7068 | 0.7229 | 0.7420 |
| 17 | TSF | 14.01 | 0.7426 | 0.7175 | 0.8571 | 0.6896 | 0.9987 | 0.7095 | 0.7521 |
| 18 | STC | 14.03 | 0.7507 | 0.7137 | 0.8624 | 0.6803 | 0.6468 | 0.7036 | 0.7611 |
| 19 | TDE | 14.99 | 0.7251 | 0.6834 | 0.8339 | 0.6446 | 0.8524 | 0.6759 | 0.7349 |
| 20 | TS2Vec | 15.21 | 0.7201 | 0.6809 | 0.7994 | 0.6527 | 0.7835 | 0.6879 | 0.7144 |
| 21 | XCM | 16.58 | 0.6706 | 0.6370 | 0.7893 | 0.5771 | 2.1798 | 0.6167 | 0.6875 |
| 22 | Summary | 16.92 | 0.6845 | 0.6570 | 0.8113 | 0.6299 | 0.9645 | 0.6621 | 0.6852 |
| 23 | TimesNet | 17.24 | 0.7020 | 0.6709 | 0.8218 | 0.6396 | 1.2889 | 0.6810 | 0.6934 |
| 24 | TimesURL | 17.36 | 0.6950 | 0.6562 | 0.7831 | 0.6052 | 0.9868 | 0.6312 | 0.7016 |
| 25 | Dummy | 22.69 | 0.3709 | 0.3067 | 0.5000 | 0.1626 | 1.3928 | 0.2987 | 0.3880 |

Average over the 56 Multiverse-core datasets with results for every estimator on every metric, ordered by average accuracy rank. Best in each column in bold.
| 1 | HC2 | **7.52** | **0.7936** | **0.7528** | **0.8949** | **0.7337** | **0.5307** | 0.7499 | **0.8018** |
| 2 | MRHydra | 9.02 | 0.7806 | 0.7503 | 0.8039 | 0.7293 | 7.9077 | **0.7584** | 0.7794 |
| 3 | RDST | 9.34 | 0.7746 | 0.7371 | 0.7933 | 0.7113 | 8.1235 | 0.7199 | 0.7924 |
| 4 | RIST | 9.84 | 0.7750 | 0.7428 | 0.8685 | 0.7196 | 0.6087 | 0.7424 | 0.7758 |
| 5 | CIF | 10.19 | 0.7782 | 0.7459 | 0.8847 | 0.7273 | 0.6376 | 0.7473 | 0.7799 |
| 6 | DrCIF | 10.36 | 0.7731 | 0.7401 | 0.8743 | 0.7202 | 0.6370 | 0.7396 | 0.7752 |
| 7 | QUANT | 10.87 | 0.7667 | 0.7370 | 0.8693 | 0.7177 | 0.7198 | 0.7476 | 0.7594 |
| 8 | Arsenal | 10.99 | 0.7683 | 0.7309 | 0.8425 | 0.7096 | 3.5868 | 0.7293 | 0.7777 |
| 9 | ROCKET | 11.14 | 0.7698 | 0.7328 | 0.7899 | 0.7088 | 8.2968 | 0.7245 | 0.7811 |
| 10 | LITETime-MV | 11.16 | 0.7505 | 0.7274 | 0.8511 | 0.6864 | 1.3223 | 0.7113 | 0.7707 |
| 11 | STSF | 11.23 | 0.7735 | 0.7486 | 0.8722 | 0.7188 | 0.6639 | 0.7417 | 0.7862 |
| 12 | H-InceptionTime | 11.76 | 0.7418 | 0.7179 | 0.8460 | 0.6881 | 1.3451 | 0.7233 | 0.7428 |
| 13 | ConvTran | 12.95 | 0.7485 | 0.7152 | 0.8545 | 0.6892 | 0.8930 | 0.7251 | 0.7401 |
| 14 | Catch22 | 13.09 | 0.7495 | 0.7189 | 0.8622 | 0.6977 | 0.6971 | 0.7263 | 0.7459 |
| 15 | PatchMTSC | 13.16 | 0.7478 | 0.6996 | 0.8276 | 0.6723 | 0.7796 | 0.7018 | 0.7425 |
| 16 | DisjointCNN | 13.44 | 0.7267 | 0.7021 | 0.8267 | 0.6662 | 2.1025 | 0.6857 | 0.7344 |
| 17 | STC | 13.84 | 0.7527 | 0.7109 | 0.8633 | 0.6843 | 0.6397 | 0.7072 | 0.7629 |
| 18 | TSF | 14.06 | 0.7434 | 0.7142 | 0.8570 | 0.6918 | 0.9812 | 0.7105 | 0.7536 |
| 19 | TDE | 15.01 | 0.7266 | 0.6811 | 0.8344 | 0.6488 | 0.8411 | 0.6800 | 0.7351 |
| 20 | TS2Vec | 15.41 | 0.7203 | 0.6798 | 0.8005 | 0.6556 | 0.7806 | 0.6886 | 0.7154 |
| 21 | Summary | 16.66 | 0.6886 | 0.6585 | 0.8135 | 0.6357 | 0.9475 | 0.6661 | 0.6901 |
| 22 | XCM | 16.78 | 0.6707 | 0.6357 | 0.7914 | 0.5827 | 2.1902 | 0.6233 | 0.6824 |
| 23 | TimesNet | 17.22 | 0.7039 | 0.6685 | 0.8236 | 0.6437 | 1.2796 | 0.6824 | 0.6968 |
| 24 | TimesURL | 17.28 | 0.6973 | 0.6538 | 0.7828 | 0.6099 | 0.9919 | 0.6345 | 0.7050 |
| 25 | Dummy | 22.66 | 0.3802 | 0.3105 | 0.5000 | 0.1804 | 1.3681 | 0.3192 | 0.3882 |

Average over the 58 Multiverse-core datasets with results for every estimator on every metric, ordered by average accuracy rank. Best in each column in bold.
<!-- LEADERBOARD:END -->

Rebuilt with `python -m multiverse.experiments.tables`, which also writes a sortable
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_accuracy.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7430285915990117
DuckDuckGeese,0.6
ERing,0.9555555555555556
EigenWorms,0.6106870229007634
EmoPain,0.6281690140845071
Epilepsy,0.9782608695652174
EthanolConcentration,0.27756653992395436
EyesOpenShut,0.40476190476190477
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_auroc.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.8060149855068997
DuckDuckGeese,0.8734999999999999
ERing,0.9996049382716049
EigenWorms,0.939828804098903
EmoPain,0.8969922963526262
Epilepsy,0.9996474772895348
EthanolConcentration,0.5151667219374849
EyesOpenShut,0.4331065759637188
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_balacc.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.743105311212915
DuckDuckGeese,0.6
ERing,0.9555555555555556
EigenWorms,0.5226262626262625
EmoPain,0.535280162966401
Epilepsy,0.9779411764705882
EthanolConcentration,0.2776223776223776
EyesOpenShut,0.40476190476190477
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_f1.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7888631090487239
DuckDuckGeese,0.5616361416361415
ERing,0.9550962651682063
EigenWorms,0.5339473211773573
EmoPain,0.7048428320655101
Epilepsy,0.9780092879822783
EthanolConcentration,0.268875415691347
EyesOpenShut,0.4186046511627907
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_logloss.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,5.777233621887509
DuckDuckGeese,2.043216171575822
ERing,0.13835083108857268
EigenWorms,1.1175401751396294
EmoPain,1.811924632950105
Epilepsy,0.09597854665684544
EthanolConcentration,2.8107859500435426
EyesOpenShut,3.9011231082747133
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_sensitivity.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.96045197740113
DuckDuckGeese,0.6
ERing,0.9555555555555556
EigenWorms,0.6106870229007634
EmoPain,0.6281690140845071
Epilepsy,0.9782608695652174
EthanolConcentration,0.27756653992395436
EyesOpenShut,0.42857142857142855
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1 change: 1 addition & 0 deletions results/multiverse/DisjointCNN/DisjointCNN_specificity.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.5257586450247
DuckDuckGeese,0.6
ERing,0.9555555555555556
EigenWorms,0.6106870229007634
EmoPain,0.6281690140845071
Epilepsy,0.9782608695652174
EthanolConcentration,0.27756653992395436
EyesOpenShut,0.38095238095238093
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_accuracy.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9797026872498571
PhonemeSpectra,0.31404712198031615
PhotoStimulation,0.4166666666666667
RacketSports,0.9013157894736842
STEW,0.8448372615039281
SelfRegulationSCP1,0.8907849829351536
Skoda,0.960382030420941
SpokenArabicDigits,0.9881764438381082
StandWalkJump,0.4
TactileTextureRecognition,1.0
Tiselac,0.7703741152679474
UCDHE-Rowing-MC,0.7886363636363637
UCIActivity,0.9862557267805081
UIPRMD-DS-C,1.0
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_auroc.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9994088617415299
PhonemeSpectra,0.9118050226287818
PhotoStimulation,0.5684676434676434
RacketSports,0.9745211293715941
STEW,0.9225323915045203
SelfRegulationSCP1,0.9619327182927966
Skoda,0.9969445738605183
SpokenArabicDigits,0.9995223846604337
StandWalkJump,0.5133333333333333
TactileTextureRecognition,1.0
Tiselac,0.9562308908810502
UCDHE-Rowing-MC,0.9547150195459019
UCIActivity,0.9998589849536378
UIPRMD-DS-C,1.0
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_balacc.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9801359297644916
PhonemeSpectra,0.31409028727770183
PhotoStimulation,0.3333333333333333
RacketSports,0.9093023255813953
STEW,0.8448372615039281
SelfRegulationSCP1,0.8908070077346006
Skoda,0.9539202462208749
SpokenArabicDigits,0.9881797426317975
StandWalkJump,0.4000000000000001
TactileTextureRecognition,1.0
Tiselac,0.5605762982066498
UCDHE-Rowing-MC,0.7924444444444444
UCIActivity,0.9866506989269137
UIPRMD-DS-C,1.0
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_f1.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9796541213707934
PhonemeSpectra,0.3059648052811076
PhotoStimulation,0.25510204081632654
RacketSports,0.9012583564979668
STEW,0.8410462776659959
SelfRegulationSCP1,0.891156462585034
Skoda,0.9606548944216594
SpokenArabicDigits,0.9881454126634625
StandWalkJump,0.38888888888888895
TactileTextureRecognition,1.0
Tiselac,0.7538778677818783
UCDHE-Rowing-MC,0.7867549047609365
UCIActivity,0.9861188502098307
UIPRMD-DS-C,1.0
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_logloss.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.13733158187254543
PhonemeSpectra,2.35291964631169
PhotoStimulation,1.1126576647106405
RacketSports,0.37416977911349175
STEW,0.4523506267538209
SelfRegulationSCP1,0.2967984397676627
Skoda,0.2823476491551809
SpokenArabicDigits,0.18906090756363803
StandWalkJump,1.110307611747587
TactileTextureRecognition,0.08844470538136215
Tiselac,0.7204977347835975
UCDHE-Rowing-MC,0.7059100588662615
UCIActivity,0.20648496301861372
UIPRMD-DS-C,0.22566949629880087
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_sensitivity.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9797026872498571
PhonemeSpectra,0.31404712198031615
PhotoStimulation,0.4166666666666667
RacketSports,0.9013157894736842
STEW,0.8209876543209876
SelfRegulationSCP1,0.8972602739726028
Skoda,0.960382030420941
SpokenArabicDigits,0.9881764438381082
StandWalkJump,0.4
TactileTextureRecognition,1.0
Tiselac,0.7703741152679474
UCDHE-Rowing-MC,0.7886363636363637
UCIActivity,0.9862557267805081
UIPRMD-DS-C,1.0
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2 changes: 2 additions & 0 deletions results/multiverse/HC2/HC2_specificity.csv
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Expand Up @@ -52,11 +52,13 @@ PenDigits,0.9797026872498571
PhonemeSpectra,0.31404712198031615
PhotoStimulation,0.4166666666666667
RacketSports,0.9013157894736842
STEW,0.8686868686868687
SelfRegulationSCP1,0.8843537414965986
Skoda,0.960382030420941
SpokenArabicDigits,0.9881764438381082
StandWalkJump,0.4
TactileTextureRecognition,1.0
Tiselac,0.7703741152679474
UCDHE-Rowing-MC,0.7886363636363637
UCIActivity,0.9862557267805081
UIPRMD-DS-C,1.0
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_accuracy.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.8847913093196113
PhonemeSpectra,0.2496271995228154
PhotoStimulation,0.3888888888888889
RacketSports,0.8355263157894737
STEW,0.7063692480359147
SelfRegulationSCP1,0.8191126279863481
Skoda,0.9204103289706402
SpokenArabicDigits,0.9195088676671214
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_auroc.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.9875063182374243
PhonemeSpectra,0.8266142054522128
PhotoStimulation,0.5783821733821735
RacketSports,0.957631859177761
STEW,0.7749237606139964
SelfRegulationSCP1,0.9258456807380486
Skoda,0.9952000827469243
SpokenArabicDigits,0.9933580427386813
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_balacc.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.8848021308180737
PhonemeSpectra,0.24968606404994917
PhotoStimulation,0.3111111111111111
RacketSports,0.8502906976744187
STEW,0.7063692480359147
SelfRegulationSCP1,0.8195415152362315
Skoda,0.9120942331520815
SpokenArabicDigits,0.9195205479452054
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_f1.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.884181517464376
PhonemeSpectra,0.23874020317394176
PhotoStimulation,0.24305555555555555
RacketSports,0.8335474101921471
STEW,0.7216385157600744
SelfRegulationSCP1,0.8389057750759878
Skoda,0.921771233546782
SpokenArabicDigits,0.9181939983167722
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_logloss.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.6939331589120361
PhonemeSpectra,6.517339029931114
PhotoStimulation,1.1283870794760338
RacketSports,0.41070629899733835
STEW,0.5864372029017902
SelfRegulationSCP1,0.5171146591886021
Skoda,0.1875074463467951
SpokenArabicDigits,0.4570068697595056
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_sensitivity.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.8847913093196113
PhonemeSpectra,0.2496271995228154
PhotoStimulation,0.3888888888888889
RacketSports,0.8355263157894737
STEW,0.7612233445566778
SelfRegulationSCP1,0.9452054794520548
Skoda,0.9204103289706402
SpokenArabicDigits,0.9195088676671214
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1 change: 1 addition & 0 deletions results/multiverse/TDE/TDE_specificity.csv
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Expand Up @@ -52,6 +52,7 @@ PenDigits,0.8847913093196113
PhonemeSpectra,0.2496271995228154
PhotoStimulation,0.3888888888888889
RacketSports,0.8355263157894737
STEW,0.6515151515151515
SelfRegulationSCP1,0.6938775510204082
Skoda,0.9204103289706402
SpokenArabicDigits,0.9195088676671214
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_accuracy.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.6840804800564773
DuckDuckGeese,0.5
ERing,0.8851851851851852
EigenWorms,0.8549618320610687
EmoPain,0.8366197183098592
Epilepsy,0.9420289855072463
EthanolConcentration,0.23954372623574144
EyesOpenShut,0.5
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_auroc.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7748470948012232
DuckDuckGeese,0.7725
ERing,0.9819753086419752
EigenWorms,0.9485469975641881
EmoPain,0.8388880647503131
Epilepsy,0.9827082206548413
EthanolConcentration,0.5270873799468113
EyesOpenShut,0.4331065759637188
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_balacc.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.6841642943435045
DuckDuckGeese,0.5
ERing,0.8851851851851853
EigenWorms,0.8226472078645992
EmoPain,0.48561151079136694
Epilepsy,0.9441573926868044
EthanolConcentration,0.23933566433566433
EyesOpenShut,0.5
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_f1.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7446504992867332
DuckDuckGeese,0.4913478260869566
ERing,0.8852171572332718
EigenWorms,0.8520288596624473
EmoPain,0.8150529324542688
Epilepsy,0.9418486609229948
EthanolConcentration,0.2415233857922727
EyesOpenShut,0.6666666666666666
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_logloss.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.6811406478510141
DuckDuckGeese,1.5354294896775442
ERing,0.5886295866172955
EigenWorms,0.6568276741658519
EmoPain,0.63623861409052
Epilepsy,0.4325868494205753
EthanolConcentration,1.9707683257768949
EyesOpenShut,1.1269007394531552
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_sensitivity.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.9216101694915254
DuckDuckGeese,0.5
ERing,0.8851851851851852
EigenWorms,0.8549618320610687
EmoPain,0.8366197183098592
Epilepsy,0.9420289855072463
EthanolConcentration,0.23954372623574144
EyesOpenShut,1.0
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1 change: 1 addition & 0 deletions results/multiverse/TimesURL/TimesURL_specificity.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.44671841919548344
DuckDuckGeese,0.5
ERing,0.8851851851851852
EigenWorms,0.8549618320610687
EmoPain,0.8366197183098592
Epilepsy,0.9420289855072463
EthanolConcentration,0.23954372623574144
EyesOpenShut,0.0
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_accuracy.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7518531591951995
DuckDuckGeese,0.54
ERing,0.3037037037037037
EigenWorms,0.5038167938931297
EmoPain,0.6957746478873239
Epilepsy,0.9130434782608695
EthanolConcentration,0.2889733840304182
EyesOpenShut,0.5
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_auroc.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7769353372486634
DuckDuckGeese,0.8835
ERing,0.9387489711934157
EigenWorms,0.8730167577171467
EmoPain,0.8743557734499935
Epilepsy,0.9757065171400083
EthanolConcentration,0.5558911771202598
EyesOpenShut,0.2380952380952381
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_balacc.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7519220303099171
DuckDuckGeese,0.54
ERing,0.30370370370370375
EigenWorms,0.36
EmoPain,0.5431706247904902
Epilepsy,0.9141494435612083
EthanolConcentration,0.28805361305361304
EyesOpenShut,0.5
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_f1.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.7923190546528803
DuckDuckGeese,0.5323809523809524
ERing,0.1517735755778025
EigenWorms,0.40159309658148024
EmoPain,0.7492379034906649
Epilepsy,0.9112318840579711
EthanolConcentration,0.24591210249853798
EyesOpenShut,0.6666666666666666
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_logloss.csv
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Expand Up @@ -22,6 +22,7 @@ CrowdSourced,5.681748011476673
DuckDuckGeese,1.4476585961906254
ERing,1.5511330924068825
EigenWorms,2.7894721126602673
EmoPain,1.4895746842659396
Epilepsy,0.3715004381698749
EthanolConcentration,1.529273939296933
EyesOpenShut,4.248528533555482
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_sensitivity.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.9470338983050848
DuckDuckGeese,0.54
ERing,0.3037037037037037
EigenWorms,0.5038167938931297
EmoPain,0.6957746478873239
Epilepsy,0.9130434782608695
EthanolConcentration,0.2889733840304182
EyesOpenShut,1.0
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1 change: 1 addition & 0 deletions results/multiverse/XCM/XCM_specificity.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@ CrowdSourced,0.5568101623147494
DuckDuckGeese,0.54
ERing,0.3037037037037037
EigenWorms,0.5038167938931297
EmoPain,0.6957746478873239
Epilepsy,0.9130434782608695
EthanolConcentration,0.2889733840304182
EyesOpenShut,0.0
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