Add relabeling via fiftyone -> labelstudio
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3370
classification/classifier/classifier_hyp.ipynb
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3370
classification/classifier/classifier_hyp.ipynb
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251
classification/classifier/f1-scores-folds-train.csv
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classification/classifier/f1-scores-folds-train.csv
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"Step","StratifiedKFold-ROC - train/f1-score","StratifiedKFold-ROC - train/f1-score__MIN","StratifiedKFold-ROC - train/f1-score__MAX"
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"13","0.757607555089192","0.757607555089192","0.757607555089192"
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"28","0.8861985472154965","0.8861985472154965","0.8861985472154965"
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"43","0.9725685785536159","0.9725685785536159","0.9725685785536159"
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"58","0.9963099630996309","0.9963099630996309","0.9963099630996309"
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"73","1","1","1"
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"88","1","1","1"
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"133","1","1","1"
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"148","1","1","1"
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"163","1","1","1"
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"178","1","1","1"
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"193","1","1","1"
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"208","1","1","1"
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"223","1","1","1"
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"238","1","1","1"
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"253","1","1","1"
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"358","1","1","1"
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"643","1","1","1"
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"658","1","1","1"
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"673","1","1","1"
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"853","1","1","1"
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"958","1","1","1"
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"973","1","1","1"
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"1108","1","1","1"
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"1123","1","1","1"
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"1213","1","1","1"
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"1228","1","1","1"
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"1243","1","1","1"
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"1258","1","1","1"
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"1273","1","1","1"
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"1288","1","1","1"
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"1303","1","1","1"
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"1318","1","1","1"
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"1333","1","1","1"
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"1348","1","1","1"
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"1363","1","1","1"
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"1378","1","1","1"
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"1393","1","1","1"
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"1408","1","1","1"
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"1423","1","1","1"
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"1438","1","1","1"
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"1453","1","1","1"
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"1468","1","1","1"
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"1483","1","1","1"
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"1498","1","1","1"
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"1513","0.7500000000000001","0.7500000000000001","0.7500000000000001"
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"1528","0.8761174968071521","0.8761174968071521","0.8761174968071521"
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"1558","0.998769987699877","0.998769987699877","0.998769987699877"
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"1573","1","1","1"
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"1588","1","1","1"
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"1603","1","1","1"
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"1618","1","1","1"
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"1633","1","1","1"
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"1648","1","1","1"
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"1663","1","1","1"
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"1678","1","1","1"
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"1693","1","1","1"
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"1708","1","1","1"
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"1723","1","1","1"
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"1738","1","1","1"
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"1753","1","1","1"
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"1768","1","1","1"
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"1798","1","1","1"
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"1813","1","1","1"
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"1843","1","1","1"
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"1858","1","1","1"
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"1873","1","1","1"
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"1888","0.7067484662576687","0.7067484662576687","0.7067484662576687"
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"1918","0.9694749694749695","0.9694749694749695","0.9694749694749695"
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"1978","1","1","1"
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"1993","1","1","1"
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"2008","1","1","1"
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"2023","0.996328029375765","0.996328029375765","0.996328029375765"
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"2038","1","1","1"
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"2053","1","1","1"
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"2068","1","1","1"
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"2083","1","1","1"
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"2098","1","1","1"
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"2113","1","1","1"
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"2128","1","1","1"
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"2143","1","1","1"
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"2158","1","1","1"
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"2173","1","1","1"
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"2188","1","1","1"
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"2203","1","1","1"
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"2218","0.998769987699877","0.998769987699877","0.998769987699877"
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"2233","1","1","1"
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"2248","1","1","1"
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"2263","0.761904761904762","0.761904761904762","0.761904761904762"
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"2278","0.8910648714810282","0.8910648714810282","0.8910648714810282"
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"2293","0.9693251533742331","0.9693251533742331","0.9693251533742331"
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"2308","0.9950738916256158","0.9950738916256158","0.9950738916256158"
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"2323","1","1","1"
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"2338","1","1","1"
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"2353","1","1","1"
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"2368","1","1","1"
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"2383","1","1","1"
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"2398","1","1","1"
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"2413","1","1","1"
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"2428","1","1","1"
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"2443","1","1","1"
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"2458","1","1","1"
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"2473","1","1","1"
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"2488","1","1","1"
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"2503","1","1","1"
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"2518","1","1","1"
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"2533","1","1","1"
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"2548","1","1","1"
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"2563","1","1","1"
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"2578","1","1","1"
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"2593","1","1","1"
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"2608","1","1","1"
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"2623","1","1","1"
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"2638","0.7041284403669724","0.7041284403669724","0.7041284403669724"
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"2653","0.875","0.875","0.875"
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"2668","0.9635922330097088","0.9635922330097088","0.9635922330097088"
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"2698","1","1","1"
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"2743","1","1","1"
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"2758","1","1","1"
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"2773","1","1","1"
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"2788","1","1","1"
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"2803","1","1","1"
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"2818","1","1","1"
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"2833","1","1","1"
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"2848","1","1","1"
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"2863","1","1","1"
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"2878","1","1","1"
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"2893","1","1","1"
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"2908","1","1","1"
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"2923","1","1","1"
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"2938","1","1","1"
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"2953","1","1","1"
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"2968","1","1","1"
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"2983","1","1","1"
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"2998","1","1","1"
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"3013","0.759009009009009","0.759009009009009","0.759009009009009"
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"3028","0.8861386138613861","0.8861386138613861","0.8861386138613861"
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"3043","0.9791411042944784","0.9791411042944784","0.9791411042944784"
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"3058","1","1","1"
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"3073","0.998769987699877","0.998769987699877","0.998769987699877"
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"3088","1","1","1"
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"3118","1","1","1"
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"3223","1","1","1"
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"3268","1","1","1"
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"3298","1","1","1"
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"3313","1","1","1"
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"3328","1","1","1"
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"3343","1","1","1"
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"3358","1","1","1"
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"3373","1","1","1"
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"3388","0.6895734597156398","0.6895734597156398","0.6895734597156398"
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"3433","0.9975490196078431","0.9975490196078431","0.9975490196078431"
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"3448","1","1","1"
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"3463","1","1","1"
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"3478","1","1","1"
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"3493","1","1","1"
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"3508","1","1","1"
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"3538","1","1","1"
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"3553","1","1","1"
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"3583","1","1","1"
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"3643","1","1","1"
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"3658","1","1","1"
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"3688","1","1","1"
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"3703","1","1","1"
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"3718","1","1","1"
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"3733","1","1","1"
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"3748","1","1","1"
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251
classification/classifier/f1-scores-folds.csv
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251
classification/classifier/f1-scores-folds.csv
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"Step","StratifiedKFold-ROC - test/f1-score","StratifiedKFold-ROC - test/f1-score__MIN","StratifiedKFold-ROC - test/f1-score__MAX"
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"14","0.7948717948717948","0.7948717948717948","0.7948717948717948"
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"29","0.8192771084337349","0.8192771084337349","0.8192771084337349"
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"44","0.8571428571428571","0.8571428571428571","0.8571428571428571"
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"59","0.8314606741573033","0.8314606741573033","0.8314606741573033"
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"74","0.8275862068965518","0.8275862068965518","0.8275862068965518"
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"89","0.8275862068965518","0.8275862068965518","0.8275862068965518"
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"104","0.8275862068965518","0.8275862068965518","0.8275862068965518"
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"119","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"134","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"149","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"164","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"179","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"194","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"209","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"224","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"239","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"254","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"269","0.8275862068965518","0.8275862068965518","0.8275862068965518"
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"284","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"299","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"314","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"329","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"344","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"359","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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"374","0.8409090909090908","0.8409090909090908","0.8409090909090908"
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|
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||||||
|
"3044","0.9010989010989011","0.9010989010989011","0.9010989010989011"
|
||||||
|
"3059","0.9130434782608695","0.9130434782608695","0.9130434782608695"
|
||||||
|
"3074","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3089","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3104","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3119","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3134","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3149","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3164","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3179","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3194","0.9010989010989011","0.9010989010989011","0.9010989010989011"
|
||||||
|
"3209","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3224","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3239","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3254","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3269","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3284","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3299","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3314","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3329","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3344","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3359","0.9213483146067416","0.9213483146067416","0.9213483146067416"
|
||||||
|
"3374","0.9111111111111111","0.9111111111111111","0.9111111111111111"
|
||||||
|
"3389","0.8292682926829269","0.8292682926829269","0.8292682926829269"
|
||||||
|
"3404","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3419","0.9230769230769231","0.9230769230769231","0.9230769230769231"
|
||||||
|
"3434","0.9347826086956522","0.9347826086956522","0.9347826086956522"
|
||||||
|
"3449","0.8674698795180723","0.8674698795180723","0.8674698795180723"
|
||||||
|
"3464","0.8941176470588236","0.8941176470588236","0.8941176470588236"
|
||||||
|
"3479","0.8837209302325582","0.8837209302325582","0.8837209302325582"
|
||||||
|
"3494","0.8941176470588236","0.8941176470588236","0.8941176470588236"
|
||||||
|
"3509","0.9069767441860465","0.9069767441860465","0.9069767441860465"
|
||||||
|
"3524","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3539","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3554","0.8863636363636364","0.8863636363636364","0.8863636363636364"
|
||||||
|
"3569","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3584","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3599","0.8837209302325582","0.8837209302325582","0.8837209302325582"
|
||||||
|
"3614","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3629","0.8863636363636364","0.8863636363636364","0.8863636363636364"
|
||||||
|
"3644","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3659","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3674","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3689","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3704","0.8941176470588236","0.8941176470588236","0.8941176470588236"
|
||||||
|
"3719","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3734","0.896551724137931","0.896551724137931","0.896551724137931"
|
||||||
|
"3749","0.8863636363636364","0.8863636363636364","0.8863636363636364"
|
||||||
|
1
classification/classifier/k-fold-train.ipynb
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99777
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|
|||||||
|
0/69,7.28G,0.02551,0.011,0,0.03651,12,640,0.735,0.5716,0.6676,0.529,0.0295,0.00577,0
|
||||||
|
1/69,7.27G,0.02155,0.01097,0,0.03252,6,640,0.7681,0.6184,0.7172,0.5787,0.0282,0.005597,0
|
||||||
|
2/69,7.27G,0.02127,0.01085,0,0.03212,22,640,0.782,0.5965,0.7014,0.5684,0.02819,0.005582,0
|
||||||
|
3/69,7.27G,0.02089,0.01082,0,0.0317,9,640,0.7795,0.6028,0.7099,0.5858,0.02629,0.00554,0
|
||||||
|
4/69,7.28G,0.02061,0.01073,0,0.03135,33,640,0.7653,0.6153,0.717,0.5929,0.02638,0.005602,0
|
||||||
|
5/69,7.28G,0.02043,0.01078,0,0.03121,22,640,0.7815,0.6127,0.7125,0.592,0.02626,0.005605,0
|
||||||
|
6/69,7.27G,0.02032,0.01073,0,0.03105,11,640,0.7484,0.631,0.7131,0.592,0.02526,0.005653,0
|
||||||
|
7/69,7.27G,0.02014,0.01056,0,0.03069,45,640,0.7341,0.6417,0.7158,0.5964,0.02526,0.005631,0
|
||||||
|
8/69,7.27G,0.02019,0.01063,0,0.03082,21,640,0.7516,0.6195,0.7105,0.5911,0.02499,0.005707,0
|
||||||
|
9/69,7.27G,0.01997,0.01062,0,0.03059,16,640,0.7245,0.6439,0.714,0.5949,0.02497,0.005656,0
|
||||||
|
10/69,7.27G,0.01994,0.01071,0,0.03065,4,640,0.7439,0.6332,0.7173,0.5981,0.02468,0.005667,0
|
||||||
|
11/69,7.28G,0.01994,0.01064,0,0.03058,12,640,0.7744,0.6087,0.7173,0.5967,0.0245,0.0057,0
|
||||||
|
12/69,7.27G,0.01988,0.01069,0,0.03057,14,640,0.7784,0.607,0.7174,0.597,0.02434,0.005716,0
|
||||||
|
13/69,7.27G,0.01974,0.0106,0,0.03034,21,640,0.7775,0.6082,0.7182,0.5974,0.02422,0.005726,0
|
||||||
|
14/69,7.27G,0.01965,0.01051,0,0.03016,14,640,0.7848,0.6065,0.7176,0.5976,0.0242,0.005732,0
|
||||||
|
15/69,7.27G,0.01965,0.0106,0,0.03025,15,640,0.7821,0.6095,0.7188,0.5987,0.02419,0.005726,0
|
||||||
|
16/69,7.27G,0.01954,0.01045,0,0.02999,13,640,0.7869,0.6058,0.7192,0.5987,0.02419,0.005718,0
|
||||||
|
17/69,7.25G,0.0195,0.01047,0,0.02996,26,640,0.8145,0.5889,0.7189,0.5987,0.02413,0.005718,0
|
||||||
|
18/69,7.25G,0.01954,0.01062,0,0.03016,14,640,0.8067,0.5945,0.7205,0.5997,0.02407,0.005708,0
|
||||||
|
19/69,7.25G,0.01947,0.01046,0,0.02992,18,640,0.7923,0.6024,0.7211,0.6006,0.02405,0.005704,0
|
||||||
|
20/69,7.25G,0.01942,0.01058,0,0.03,27,640,0.7249,0.65,0.7218,0.6014,0.02401,0.005704,0
|
||||||
|
21/69,7.25G,0.01943,0.0105,0,0.02993,7,640,0.8043,0.5987,0.7222,0.6016,0.02394,0.005703,0
|
||||||
|
22/69,7.25G,0.01938,0.01046,0,0.02985,24,640,0.7565,0.6301,0.7228,0.6026,0.02391,0.005702,0
|
||||||
|
23/69,7.25G,0.01924,0.01047,0,0.0297,17,640,0.7597,0.6295,0.7235,0.6034,0.02384,0.005706,0
|
||||||
|
24/69,7.25G,0.01922,0.01049,0,0.02971,16,640,0.7446,0.6426,0.7242,0.6038,0.02379,0.005706,0
|
||||||
|
25/69,7.25G,0.01914,0.01036,0,0.02949,12,640,0.7936,0.6107,0.7249,0.6042,0.02376,0.005708,0
|
||||||
|
26/69,7.25G,0.01914,0.01039,0,0.02953,8,640,0.7693,0.6259,0.7246,0.6052,0.02369,0.005713,0
|
||||||
|
27/69,7.25G,0.01911,0.0104,0,0.02952,11,640,0.7682,0.6293,0.725,0.6052,0.0237,0.005713,0
|
||||||
|
28/69,7.25G,0.01906,0.01047,0,0.02953,24,640,0.7635,0.632,0.7246,0.6047,0.02372,0.005718,0
|
||||||
|
29/69,7.25G,0.01893,0.01044,0,0.02937,12,640,0.7709,0.6256,0.7249,0.6044,0.02372,0.005719,0
|
||||||
|
30/69,7.25G,0.0189,0.01029,0,0.02919,39,640,0.7497,0.64,0.7247,0.6042,0.0237,0.005722,0
|
||||||
|
31/69,7.25G,0.01887,0.01036,0,0.02923,24,640,0.7501,0.6403,0.7249,0.6036,0.02369,0.005726,0
|
||||||
|
32/69,7.25G,0.01884,0.01043,0,0.02927,10,640,0.752,0.6387,0.7247,0.6039,0.0237,0.005728,0
|
||||||
|
33/69,7.25G,0.01878,0.01015,0,0.02893,21,640,0.7533,0.6366,0.7249,0.6045,0.02368,0.005727,0
|
||||||
|
34/69,7.25G,0.01868,0.01019,0,0.02887,32,640,0.7466,0.6402,0.7249,0.604,0.02366,0.00573,0
|
||||||
|
35/69,7.25G,0.01869,0.01031,0,0.02899,18,640,0.7426,0.6424,0.7234,0.6033,0.02368,0.005738,0
|
||||||
|
36/69,7.25G,0.01862,0.01026,0,0.02887,34,640,0.7871,0.6108,0.7221,0.6019,0.02368,0.005749,0
|
||||||
|
37/69,7.25G,0.01858,0.01017,0,0.02875,14,640,0.7283,0.6504,0.7208,0.601,0.02371,0.00576,0
|
||||||
|
38/69,7.25G,0.01852,0.01011,0,0.02862,10,640,0.7927,0.6046,0.7193,0.6003,0.02373,0.005765,0
|
||||||
|
39/69,7.25G,0.0184,0.01005,0,0.02845,20,640,0.736,0.6408,0.7179,0.5995,0.02373,0.005771,0
|
||||||
|
40/69,7.25G,0.01839,0.01007,0,0.02846,11,640,0.7189,0.6559,0.7181,0.5982,0.02373,0.005777,0
|
||||||
|
41/69,7.25G,0.01828,0.01009,0,0.02837,30,640,0.7882,0.6063,0.7176,0.5976,0.02372,0.005784,0
|
||||||
|
42/69,7.25G,0.01824,0.01013,0,0.02837,57,640,0.7321,0.645,0.7161,0.5973,0.02372,0.005788,0
|
||||||
|
43/69,7.25G,0.01813,0.009993,0,0.02812,16,640,0.7335,0.6442,0.7153,0.5961,0.02369,0.005798,0
|
||||||
|
44/69,7.25G,0.0181,0.009948,0,0.02805,14,640,0.7342,0.6417,0.7148,0.5958,0.02369,0.005805,0
|
||||||
|
45/69,7.25G,0.01803,0.009993,0,0.02802,23,640,0.7437,0.6334,0.7143,0.5951,0.02371,0.005811,0
|
||||||
|
46/69,7.25G,0.01794,0.009881,0,0.02782,10,640,0.7816,0.607,0.7132,0.5946,0.02374,0.005818,0
|
||||||
|
47/69,7.25G,0.01782,0.009799,0,0.02762,20,640,0.7749,0.6109,0.7119,0.5935,0.02373,0.005825,0
|
||||||
|
48/69,7.25G,0.01788,0.009945,0,0.02783,20,640,0.7694,0.6136,0.7112,0.5925,0.02372,0.005834,0
|
||||||
|
49/69,7.25G,0.01771,0.009694,0,0.0274,10,640,0.7767,0.6083,0.7105,0.5917,0.02375,0.005843,0
|
||||||
|
50/69,7.25G,0.01771,0.009797,0,0.02751,14,640,0.7704,0.6129,0.71,0.5913,0.02375,0.005849,0
|
||||||
|
51/69,7.25G,0.0175,0.009557,0,0.02705,9,640,0.7769,0.6078,0.7087,0.5895,0.02376,0.005861,0
|
||||||
|
52/69,7.25G,0.01755,0.009596,0,0.02714,14,640,0.7383,0.6315,0.7074,0.5882,0.02376,0.005868,0
|
||||||
|
53/69,7.25G,0.01747,0.009635,0,0.0271,19,640,0.7472,0.6251,0.7064,0.587,0.02376,0.005878,0
|
||||||
|
54/69,7.25G,0.01733,0.009504,0,0.02683,10,640,0.7379,0.6295,0.7055,0.5861,0.02379,0.005889,0
|
||||||
|
55/69,7.25G,0.01723,0.009523,0,0.02675,17,640,0.7291,0.6351,0.7046,0.5856,0.0238,0.005899,0
|
||||||
|
56/69,7.25G,0.01721,0.009449,0,0.02666,20,640,0.7275,0.6366,0.7038,0.5847,0.0238,0.005909,0
|
||||||
|
57/69,7.25G,0.01702,0.009343,0,0.02637,7,640,0.7236,0.6383,0.7029,0.5838,0.02381,0.005919,0
|
||||||
|
58/69,7.25G,0.01703,0.009296,0,0.02633,10,640,0.7247,0.6369,0.7013,0.5826,0.02383,0.005937,0
|
||||||
|
59/69,7.25G,0.01694,0.009259,0,0.0262,12,640,0.7291,0.6315,0.7003,0.5809,0.02385,0.005951,0
|
||||||
|
60/69,7.25G,0.01684,0.009127,0,0.02597,40,640,0.7351,0.6267,0.6993,0.5806,0.02386,0.005966,0
|
||||||
|
61/69,7.25G,0.01679,0.009127,0,0.02592,16,640,0.7366,0.6231,0.6975,0.5794,0.02387,0.005983,0
|
||||||
|
62/69,7.25G,0.01679,0.009162,0,0.02595,8,640,0.7271,0.63,0.6971,0.5787,0.02387,0.005999,0
|
||||||
|
63/69,7.25G,0.01659,0.008895,0,0.02549,27,640,0.7384,0.6194,0.6956,0.5778,0.0239,0.006017,0
|
||||||
|
64/69,7.25G,0.01654,0.008866,0,0.02541,16,640,0.731,0.6234,0.6948,0.5759,0.02394,0.006029,0
|
||||||
|
65/69,7.25G,0.01648,0.008796,0,0.02527,14,640,0.7416,0.6157,0.6932,0.5738,0.02396,0.00605,0
|
||||||
|
66/69,7.25G,0.01645,0.008787,0,0.02524,8,640,0.736,0.6175,0.6915,0.5715,0.02398,0.006076,0
|
||||||
|
67/69,7.25G,0.01629,0.008693,0,0.02499,3,640,0.7511,0.6058,0.6895,0.5694,0.02401,0.006101,0
|
||||||
|
68/69,7.25G,0.01627,0.008705,0,0.02498,27,640,0.7536,0.6024,0.6883,0.568,0.02404,0.006127,0
|
||||||
|
69/69,7.25G,0.01622,0.008689,0,0.02491,28,640,0.6964,0.6407,0.6871,0.5661,0.02406,0.006154,0
|
||||||
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Loading…
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Reference in New Issue
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