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models/huwiki.reverted.rf.model 2016-04-22 13:39:49,940 INFO:revscoring.utilities.train_test -- Training model... 2016-04-22 13:40:11,670 INFO:revscoring.utilities.train_test -- Testing model... ScikitLearnClassifier - type: RF - params: bootstrap=true, min_samples_split=2, balanced_sample_weight=true, warm_start=false, oob_score=false, verbose=0, max_features="log2", random_state=null, n_estimators=320, balanced_sample=false, max_depth=null, scale=true, center=true, max_leaf_nodes=null, min_samples_leaf=13, n_jobs=1, min_weight_fraction_leaf=0.0, class_weight=null, criterion="entropy" - version: 0.0.1 - trained: 2016-04-22T13:40:11.663572 Table: ~False ~True ----- -------- ------- False 7781 121 True 41 47 Accuracy: 0.98 Precision: 0.28 Recall: 0.534 PR-AUC: 0.343 ROC-AUC: 0.935 Recall @ 0.1 false-positive rate: threshold=0.86, recall=0.023, fpr=0.0 Filter rate @ 0.9 recall: threshold=0.074, filter_rate=0.74, recall=0.909 Filter rate @ 0.75 recall: threshold=0.259, filter_rate=0.956, recall=0.75
Good