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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