Table 2.
Classifier |
|||||
---|---|---|---|---|---|
Feature | NB | DT | SVM | RF | |
Set1 | P | 0.694 | 0.635 | 0.692 | 0.672 |
R | 0.681 | 0.641 | 0.689 | 0.667 | |
F | 0.681 | 0.637 | 0.682 | 0.664 | |
Set2 | P | 0.683 | 0.620 | 0.698 | 0.703 |
R | 0.667 | 0.622 | 0.696 | 0.702 | |
F | 0.667 | 0.620 | 0.689 | 0.696 | |
Set3 | P | 0.694 | 0.638 | 0.690 | 0.708 |
R | 0.679 | 0.642 | 0.686 | 0.707 | |
F | 0.680 | 0.636 | 0.680 | 0.702 | |
Combined | P | 0.674 | 0.622 | 0.695 | 0.732 |
R | 0.659 | 0.617 | 0.689 | 0.729 | |
F | 0.658 | 0.617 | 0.690 | 0.728 | |
PCA | P | 0.607 | 0.552 | 0.594 | 0.647 |
(combined) | R | 0.561 | 0.547 | 0.586 | 0.591 |
F | 0.563 | 0.549 | 0.581 | 0.591 |