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Train/test `reverted` model for huwiki
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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