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Table 4 Simple tree models

From: Predictive classification models and targets identification for betulin derivatives as Leishmania donovani inhibitors

   Training    Test
Dataset ROC score Roc score (cross-validated) Dataset ROC score
Dataset 1
(2 Class)
Diverse 1 (20)
2 (21)
0.89 0.62 1 (11)
2 (6)
0.71
R C 1 (25)
2 (17)
0.91 0.62 1 (6)
2 (10)
0.91
Dataset 2
(2 Class from 3)
Diverse 1 (13)
2 (13)
0.91 0.63 1 (9)
2 (4)
0.80
R C 1 (20)
3 (9)
0.94 0.57 1 (2)
3 (8)
0.59
Dattaset 3
(3 Class)
Diverse 1 (13)
2 (15)
3 (13)
0.90 0.65 1 (8)
2 (4)
3 (4)
0.70
R C 1 (20)
2 (13)
3 (9)
0.76 0.54 1 (2)
2 (6)
3 (8)
0.72