Upload experiments.json with huggingface_hub
Browse files- experiments.json +23 -23
experiments.json
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@@ -1,17 +1,17 @@
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{
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"DecisionTree": {
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"params": {
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"max_depth":
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"min_samples_split": 5
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},
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"metrics": {
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"accuracy": 0.
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"precision": 0.
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"recall": 0.
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"f1": 0.
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"roc_auc": 0.
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},
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"time":
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},
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"Bagging": {
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"params": {
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@@ -20,12 +20,12 @@
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},
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"metrics": {
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"accuracy": 0.9164648910411622,
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"precision": 0.
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"recall": 0.
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"f1": 0.
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"roc_auc": 0.
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},
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"time":
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},
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"RandomForest": {
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"params": {
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@@ -33,13 +33,13 @@
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"n_estimators": 200
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},
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"metrics": {
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"accuracy": 0.
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"precision": 0.
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"recall": 0.
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"f1": 0.
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"roc_auc": 0.
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},
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"time":
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},
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"AdaBoost": {
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"params": {
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@@ -51,9 +51,9 @@
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"precision": 0.8461538461538461,
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"recall": 0.27672955974842767,
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"f1": 0.41706161137440756,
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"roc_auc": 0.
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},
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"time":
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},
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"GradientBoosting": {
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"params": {
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@@ -65,9 +65,9 @@
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"precision": 0.8709677419354839,
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"recall": 0.5094339622641509,
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"f1": 0.6428571428571429,
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"roc_auc": 0.
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},
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"time":
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},
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"XGBoost": {
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"params": {
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@@ -81,6 +81,6 @@
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"f1": 0.7598566308243727,
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"roc_auc": 0.9512130727089285
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},
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"time": 2.
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}
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}
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{
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"DecisionTree": {
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"params": {
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"max_depth": 10,
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"min_samples_split": 5
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},
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"metrics": {
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"accuracy": 0.87409200968523,
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"precision": 0.7391304347826086,
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"recall": 0.5345911949685535,
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"f1": 0.6204379562043796,
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"roc_auc": 0.8287978652183342
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"time": 3.28193998336792
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"Bagging": {
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"params": {
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},
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"metrics": {
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"accuracy": 0.9164648910411622,
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"precision": 0.9166666666666666,
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"recall": 0.6226415094339622,
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"f1": 0.7415730337078652,
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"roc_auc": 0.9570969232364949
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},
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"time": 14.474764823913574
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},
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"RandomForest": {
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"params": {
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"n_estimators": 200
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},
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"metrics": {
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"accuracy": 0.8801452784503632,
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"precision": 0.8488372093023255,
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"recall": 0.4591194968553459,
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"f1": 0.5959183673469388,
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"roc_auc": 0.9396716735971636
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},
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"time": 7.171702861785889
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"AdaBoost": {
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"params": {
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"precision": 0.8461538461538461,
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"recall": 0.27672955974842767,
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"f1": 0.41706161137440756,
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"roc_auc": 0.8426400007543398
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"time": 4.963773488998413
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"GradientBoosting": {
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"roc_auc": 0.9011343384911318
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"time": 15.61880111694336
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"XGBoost": {
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"f1": 0.7598566308243727,
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"roc_auc": 0.9512130727089285
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"time": 2.7084546089172363
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}
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}
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