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Table 5 Depth-bredth threshold crossover analysis for AID2314 training set

From: GPURFSCREEN: a GPU based virtual screening tool using random forest classifier

Crossover value Running time (s) Recall Precision F-score Roc area Accuracy
1000 10.53 0.63 0.40 0.49 0.681 0.91
5000 10.75 0.62 0.39 0.48 0.679 0.91
10,000 11.04 0.62 0.39 0.48 0.677 0.90
15,000 10.58 0.62 0.40 0.48 0.681 0.90
20,000 10.42 0.63 0.40 0.49 0.687 0.91
25,000 10.07 0.62 0.39 0.48 0.681 0.90
30,000 10.37 0.62 0.39 0.48 0.681 0.91
40,000 10.73 0.62 0.40 0.48 0.685 0.91
50,000 12.43 0.62 0.39 0.48 0.682 0.91