{ "SP": { "F1": 0.42388644150758686, "FPR": 0.08527005692962733, "accuracy": 0.8605249570435828, "basic_statistics": { "detected": { "amplitude_px": 51.90682343327375, "count": 883.0, "duration_ms": 145.06795016987542 }, "true": { "amplitude_px": 78.00128665010732, "count": 289.0, "duration_ms": 402.87543252595157 } }, "episode_as_Hooge_et_al": { "F1": 0.36860068259385664, "IoU": 0.38401597617482874, "IoU>=0.5": { "F1": 0.17918088737201365, "IoU": 0.28745422954267286 } }, "episode_as_Hoppe_et_al": { "F1": 0.4059259259259259, "FPR": 0.061239547466797835, "accuracy": 0.9079219288174512, "confusion": { "SP": 0.4740484429065744, "fixation": 0.47750865051903113, "noise": 0.006920415224913495, "saccade": 0.010380622837370242 }, "confusion-accuracy": 0.4740484429065744, "kappa": 0.3571345218896106, "precision": 0.3549222797927461, "recall": 0.4740484429065744, "sensitivity": 0.4740484429065744, "specificity": 0.9387604525332022 }, "episode_as_Zemblys_et_al": { "IoU>=0.5": { "kappa": 0.11469095794154993 }, "kappa": 0.18448259860788863 }, "episode_as_Zemblys_et_al_corrected": { "IoU>=0.8": { "kappa": 0.08166529280612382 }, "kappa": 0.14683119397268288 }, "kappa": 0.34474459800306173, "normalised_Levenshtein": { "episode": 0.1957258615359284, "error_rate": 0.13947504295641722, "sample": 0.13032960581242192 }, "precision": 0.40483504741552023, "recall": 0.44481948928676257, "sensitivity": 0.44481948928676257, "specificity": 0.9147299430703727 }, "all": { "basic_statistics": { "detected": { "samples_amount": { "SP": 0.1267447076847549, "fixation": 0.7335855700295405, "noise": 0.040510229129106255, "saccade": 0.09915949315659836 } }, "true": { "samples_amount": { "SP": 0.11535173476211033, "fixation": 0.7374960852526176, "noise": 0.04030708548115419, "saccade": 0.10684509450411789 } } }, "episode_as_Zemblys_et_al": { "IoU>=0.5": { "kappa": 0.4961152632263903 }, "kappa": 0.5770804967116798 }, "episode_as_Zemblys_et_al_corrected": { "IoU>=0.8": { "kappa": 0.5349639245043006 }, "kappa": 0.7257892683082754 }, "normalised_Levenshtein": { "episode": 0.2365911414754102, "error_rate": 0.17145323887153704, "sample": 0.16394602584712822 } }, "fixation": { "F1": 0.8940839365240106, "FPR": 0.28933028084996615, "accuracy": 0.8441888220207714, "basic_statistics": { "detected": { "amplitude_px": 19.839343643737788, "count": 2251.0, "duration_ms": 310.5424255886273 }, "true": { "amplitude_px": 24.878247202493892, "count": 1925.0, "duration_ms": 364.7412987012987 } }, "episode_as_Hooge_et_al": { "F1": 0.8644148430066603, "IoU": 0.7766490290121119, "IoU>=0.5": { "F1": 0.7892483349191246, "IoU": 0.7662471032163898 } }, "episode_as_Hoppe_et_al": { "F1": 0.8971867007672635, "FPR": 0.08981788079470199, "accuracy": 0.9076923076923077, "confusion": { "SP": 0.07890665291387312, "fixation": 0.9045899948427024, "noise": 0.008251676121712223, "saccade": 0.0025786487880350697 }, "confusion-accuracy": 0.9045899948427024, "kappa": 0.8134468792836538, "precision": 0.8899036022323693, "recall": 0.9045899948427024, "sensitivity": 0.9045899948427024, "specificity": 0.910182119205298 }, "episode_as_Zemblys_et_al": { "IoU>=0.5": { "kappa": 0.6720843115976598 }, "kappa": 0.7151240802147658 }, "episode_as_Zemblys_et_al_corrected": { "IoU>=0.8": { "kappa": 0.634316031241172 }, "kappa": 0.7006252825877195 }, "kappa": 0.5995072474207644, "normalised_Levenshtein": { "episode": 0.18813298705569745, "error_rate": 0.15581117797922855, "sample": 0.14800798375843183 }, "precision": 0.8964669774311165, "recall": 0.8917135315046483, "sensitivity": 0.8917135315046483, "specificity": 0.7106697191500339 }, "noise": { "F1": 0.8123167155425219, "FPR": 0.008008396468544112, "accuracy": 0.984831940952913, "basic_statistics": { "detected": { "amplitude_px": 405.54530753912684, "count": 239.0, "duration_ms": 168.61087866108787 }, "true": { "amplitude_px": 339.485007478903, "count": 220.0, "duration_ms": 182.66363636363636 } }, "episode_as_Hooge_et_al": { "F1": 0.808695652173913, "IoU": 0.6387191572886338, "IoU>=0.5": { "F1": 0.691304347826087, "IoU": 0.5996620178935587 } }, "episode_as_Hoppe_et_al": { "F1": 0.8160377358490566, "FPR": 0.0074969770253929865, "accuracy": 0.982089552238806, "confusion": { "SP": 0.03636363636363636, "fixation": 0.02727272727272727, "noise": 0.7863636363636364, "saccade": 0.11363636363636363 }, "confusion-accuracy": 0.7863636363636364, "kappa": 0.8066383569753415, "precision": 0.8480392156862745, "recall": 0.7863636363636364, "sensitivity": 0.7863636363636364, "specificity": 0.992503022974607 }, "episode_as_Zemblys_et_al": { "IoU>=0.5": { "kappa": 0.6786371549365829 }, "kappa": 0.7322879143395353 }, "episode_as_Zemblys_et_al_corrected": { "IoU>=0.8": { "kappa": 0.46393509888784906 }, "kappa": 0.7454272074681951 }, "kappa": 0.8044133724730304, "normalised_Levenshtein": { "episode": 0.19212011234216853, "error_rate": 0.015168059047087006, "sample": 0.014066704738313727 }, "precision": 0.8102799832845801, "recall": 0.8143637127257455, "sensitivity": 0.8143637127257455, "specificity": 0.9919916035314559 }, "saccade": { "F1": 0.8424685676719533, "FPR": 0.01386467020470053, "accuracy": 0.9675478022396587, "basic_statistics": { "detected": { "amplitude_px": 172.04204742549373, "count": 2016.0, "duration_ms": 48.99751984126984 }, "true": { "amplitude_px": 175.90323811347525, "count": 1906.0, "duration_ms": 55.944910807974814 } }, "episode_as_Hooge_et_al": { "F1": 0.9212337496813663, "IoU": 0.7468687880943775, "IoU>=0.5": { "F1": 0.8957430537853683, "IoU": 0.7377181433951849 } }, "episode_as_Hoppe_et_al": { "F1": 0.9427792915531336, "FPR": 0.013480392156862746, "accuracy": 0.9517795637198623, "confusion": { "SP": 0.04614577871001573, "fixation": 0.03828002097535396, "noise": 0.0068169900367068695, "saccade": 0.9071840587309911 }, "confusion-accuracy": 0.9071840587309911, "kappa": 0.9012233593065515, "precision": 0.9812819058423142, "recall": 0.9071840587309911, "sensitivity": 0.9071840587309911, "specificity": 0.9865196078431373 }, "episode_as_Zemblys_et_al": { "IoU>=0.5": { "kappa": 0.8428596760846436 }, "kappa": 0.8616703757451957 }, "episode_as_Zemblys_et_al_corrected": { "IoU>=0.8": { "kappa": 0.5533412009200613 }, "kappa": 0.8980729545386644 }, "kappa": 0.8244072899333751, "normalised_Levenshtein": { "episode": 0.20048940289225375, "error_rate": 0.03245219776034128, "sample": 0.0291983714127339 }, "precision": 0.8751173708920188, "recall": 0.8121682642794898, "sensitivity": 0.8121682642794898, "specificity": 0.9861353297952995 } }