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Table 3 Bagged forest models

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

  Splitting method Training Test  
Dataset ROC score Dataset ROC score
In-bag training Out-of-bag training
Dataset 1
(2 Class)
Diversity 1 (20)
2 (21)
0.97 0.72 1 (11)
2 (6)
0.73
R C 1 (25)
2 (17)
0.98 0.63 1 (6)
2 (10)
0.73
Dataset 2
(2 Class from 3)
Diversity 1 (13)
2 (13)
0.99 0.59 1 (9)
2 (4)
0.87
R C 1 (20)
2 (9)
0.97 0.71 1 (2)
2 (8)
0.94
Dataset 3
(3 Class)
Diversity 1 (13)
2 (15)
3 (13)
0.96 0.58 1 (8)
2 (4)
3 (4)
0.67
R C 1 (20)
2 (13)
3 (9)
0.97 0.65 1 (2)
2 (6)
3 (8)
0.59