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 |