{ "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 } }