123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298 |
- {
- "FIX": {
- "F1": 0.8113010695448917,
- "FPR": 0.7419820766414222,
- "accuracy": 0.7131912569705813,
- "basic_statistics": {
- "detected": {
- "amplitude_deg": 1.22638417807566,
- "count": 26302.0,
- "duration_ms": 241.40698920234203
- },
- "true": {
- "amplitude_deg": 0.6001975589341978,
- "count": 13461.0,
- "duration_ms": 330.1841050442018
- }
- },
- "episode_adjusted_Cohens_kappa": {
- "IoU>=0.8": {
- "kappa": 0.4723123851146931
- },
- "kappa": 0.4043636484103983
- },
- "episode_as_Hooge_et_al": {
- "F1": 0.6462655092933157,
- "IoU": 0.7081541178810201,
- "IoU>=0.5": {
- "F1": 0.5294983080770929,
- "IoU": 0.6923508255624521
- }
- },
- "episode_as_Hoppe_et_al": {
- "F1": 0.7625281918697399,
- "FPR": 0.4188412852969815,
- "accuracy": 0.7492521708825836,
- "confusion": {
- "FIX": 0.9977686604764989,
- "NOISE": 0.0,
- "SACCADE": 0.002231339523501044
- },
- "confusion-accuracy": 0.9977686604764989,
- "kappa": 0.526376730006585,
- "precision": 0.6170487424883152,
- "recall": 0.9977686604764989,
- "sensitivity": 0.9977686604764989,
- "specificity": 0.5811587147030185
- },
- "episode_as_Zemblys_et_al": {
- "IoU>=0.5": {
- "kappa": 0.34081069849076284
- },
- "kappa": 0.4005395107187294
- },
- "kappa": 0.2847787905719663,
- "normalised_Levenshtein": {
- "episode": 0.2913631320641705,
- "error_rate": 0.2868087430294188,
- "sample": 0.3014080701380903
- },
- "precision": 0.689321994548755,
- "recall": 0.9857312961254914,
- "sensitivity": 0.9857312961254914,
- "specificity": 0.25801792335857776
- },
- "NOISE": {
- "F1": 0.7266468409162197,
- "FPR": 7.694056939440933e-06,
- "accuracy": 0.9812381916044266,
- "basic_statistics": {
- "detected": {
- "amplitude_deg": 20.431933131716903,
- "count": 780.0,
- "duration_ms": 234.7892217948718
- },
- "true": {
- "amplitude_deg": 7.0528901999723095,
- "count": 989.0,
- "duration_ms": 308.29700303336705
- }
- },
- "episode_adjusted_Cohens_kappa": {
- "IoU>=0.8": {
- "kappa": 0.2818240389281727
- },
- "kappa": 0.4953216605708818
- },
- "episode_as_Hooge_et_al": {
- "F1": 0.8691746209994385,
- "IoU": 0.6017935710149813,
- "IoU>=0.5": {
- "F1": 0.815272318921954,
- "IoU": 0.5851377991159519
- }
- },
- "episode_as_Hoppe_et_al": {
- "F1": 0.8427745664739884,
- "FPR": 0.0,
- "accuracy": 0.9921006011674847,
- "confusion": {
- "FIX": 0.07792207792207792,
- "NOISE": 0.7282717282717283,
- "SACCADE": 0.15984015984015984
- },
- "confusion-accuracy": 0.7282717282717283,
- "kappa": 0.8388257561156124,
- "precision": 1.0,
- "recall": 0.7282717282717283,
- "sensitivity": 0.7282717282717283,
- "specificity": 1.0
- },
- "episode_as_Zemblys_et_al": {
- "IoU>=0.5": {
- "kappa": 0.8126294347446317
- },
- "kappa": 0.8545824098121251
- },
- "kappa": 0.7176810653758658,
- "normalised_Levenshtein": {
- "episode": 0.24744248924720602,
- "error_rate": 0.018761808395573384,
- "sample": 0.016592290928323598
- },
- "precision": 0.9997050276400026,
- "recall": 0.5707522750378913,
- "sensitivity": 0.5707522750378913,
- "specificity": 0.9999923059430605
- },
- "SACCADE": {
- "F1": 0.7199409190822806,
- "FPR": 0.020594186733862395,
- "accuracy": 0.9518420483936767,
- "basic_statistics": {
- "detected": {
- "amplitude_deg": 3.4353241908084815,
- "count": 25780.0,
- "duration_ms": 22.875418231186966
- },
- "true": {
- "amplitude_deg": 5.632335267070102,
- "count": 14182.0,
- "duration_ms": 47.0721699337188
- }
- },
- "episode_adjusted_Cohens_kappa": {
- "IoU>=0.8": {
- "kappa": 0.21754136814811806
- },
- "kappa": 0.7563349727813317
- },
- "episode_as_Hooge_et_al": {
- "F1": 0.699595868881904,
- "IoU": 0.629710794245259,
- "IoU>=0.5": {
- "F1": 0.5249713116798882,
- "IoU": 0.5447326611537324
- }
- },
- "episode_as_Hoppe_et_al": {
- "F1": 0.8646291640477687,
- "FPR": 0.009909820632246557,
- "accuracy": 0.8999215868498243,
- "confusion": {
- "FIX": 0.2277734895796786,
- "NOISE": 0.0,
- "SACCADE": 0.7722265104203214
- },
- "confusion-accuracy": 0.7722265104203214,
- "kappa": 0.7870346211873656,
- "precision": 0.9821508255243195,
- "recall": 0.7722265104203214,
- "sensitivity": 0.7722265104203214,
- "specificity": 0.9900901793677535
- },
- "episode_as_Zemblys_et_al": {
- "IoU>=0.5": {
- "kappa": 0.32571207028831617
- },
- "kappa": 0.5321104883923389
- },
- "kappa": 0.6937091579470857,
- "normalised_Levenshtein": {
- "episode": 0.262978486729182,
- "error_rate": 0.048157951606323315,
- "sample": 0.046496836070529894
- },
- "precision": 0.7678637228752336,
- "recall": 0.6776484978668814,
- "sensitivity": 0.6776484978668814,
- "specificity": 0.9794058132661376
- },
- "SP": {
- "F1": 0.0,
- "FPR": 0.0,
- "accuracy": 0.760519946837864,
- "basic_statistics": {
- "detected": {
- "amplitude_deg": NaN,
- "count": 0.0,
- "duration_ms": NaN
- },
- "true": {
- "amplitude_deg": 1.5899602809400915,
- "count": 5159.0,
- "duration_ms": 333.7082545066874
- }
- },
- "episode_adjusted_Cohens_kappa": {
- "IoU>=0.8": {
- "kappa": 0.0
- },
- "kappa": 0.0
- },
- "episode_as_Hooge_et_al": {
- "F1": 0.0,
- "IoU": 0.0,
- "IoU>=0.5": {
- "F1": 0.0,
- "IoU": 0.0
- }
- },
- "episode_as_Hoppe_et_al": {
- "F1": 0.0,
- "FPR": 0.0,
- "accuracy": 0.846426393285511,
- "confusion": {
- "FIX": 0.9982980332829047,
- "NOISE": 0.0,
- "SACCADE": 0.00170196671709531
- },
- "confusion-accuracy": 0.0,
- "kappa": 0.0,
- "precision": 0.0,
- "recall": 0.0,
- "sensitivity": 0.0,
- "specificity": 1.0
- },
- "episode_as_Zemblys_et_al": {
- "IoU>=0.5": {
- "kappa": 0.0
- },
- "kappa": 0.0
- },
- "kappa": 0.0,
- "normalised_Levenshtein": {
- "episode": 0.3457895514054266,
- "error_rate": 0.23948005316213608,
- "sample": 0.25754057017119786
- },
- "precision": 0.0,
- "recall": 0.0,
- "sensitivity": 0.0,
- "specificity": 1.0
- },
- "all": {
- "F1": 0.8258747076308742,
- "FPR": 1.0,
- "accuracy": 0.7033957219032743,
- "basic_statistics": {
- "detected": {
- "samples_amount": {
- "FIX": 0.8944434013193518,
- "NOISE": 0.024944345718483217,
- "SACCADE": 0.0806122529621649
- }
- },
- "true": {
- "samples_amount": {
- "FIX": 0.6254843605269232,
- "NOISE": 0.04369143832900626,
- "SACCADE": 0.09134414798193446,
- "SP": 0.23948005316213608
- }
- }
- },
- "episode_adjusted_Cohens_kappa": {
- "IoU>=0.8": {
- "kappa": 0.3249003937218373
- },
- "kappa": 0.5651594676821677
- },
- "episode_as_Zemblys_et_al": {
- "IoU>=0.5": {
- "kappa": 0.13703641273032152
- },
- "kappa": 0.2858551961921334
- },
- "kappa": 0.0,
- "normalised_Levenshtein": {
- "episode": 0.366676708194464,
- "error_rate": 0.29660427809672574,
- "sample": 0.3111185096642798
- },
- "precision": 0.7033957219032743,
- "recall": 1.0,
- "sensitivity": 1.0,
- "specificity": 0.0
- }
- }
|