Method | A | B | C | D | E | F | G |
---|---|---|---|---|---|---|---|
Logit Boost | 0.637 | 0.674 | 0.681 | 0.639 | 0.667 | 0.636 | 0.628 |
Logistic | 0.745 | 0.735 | 0.693 | 0.667 | 0.678 | 0.706 | 0.646 |
Bayes Net | 0.680 | 0.662 | 0.652 | 0.624 | 0.665 | 0.665 | 0.655 |
Simple Logistic | 0.761 | 0.668 | 0.697 | 0.684 | 0.644 | 0.685 | 0.658 |
LMT | 0.772 | 0.668 | 0.643 | 0.686 | 0.625 | 0.686 | 0.665 |
Random Committee | 0.728 | 0.738 | 0.696 | 0.695 | 0.688 | 0.750 | 0.673 |
Decision Table | 0.637 | 0.609 | 0.590 | 0.599 | 0.605 | 0.617 | 0.675 |
Random Tree | 0.674 | 0.667 | 0.661 | 0.646 | 0.652 | 0.668 | 0.718 |
Random Forest | 0.774 | 0.739 | 0.760 | 0.698 | 0.733 | 0.747 | 0.765 |
Our approach | 0.858 | 0.860 | 0.873 | 0.879 | 0.876 | 0.876 | 0.878 |