Table 7 Comparison of prediction accuracies for some mixed-mixed cases (on a percentage basis) (FS7)
From: Predicting a small molecule-kinase interaction map: A machine learning approach
Comparison of prediction accuracies of different classifiers for some mixed-mixed cases on the test set | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
kin/inh | 80/20 | 20/80 | 60/40 | 40/60 | 50/0 | 0/50 | 100/0 | 0/100 | 100/50 | 50/100 | 100/100 |
C5 | 81.4 | 79.4 | 80.6 | 80.5 | 79.6 | 71.8 | 82.7 | 73.9 | 83.1 | 81.1 | 83.8 |
Bayes | 76.1 | 77.2 | 76.3 | 76.7 | 73.6 | 73.6 | 73.6 | 73.6 | 77.6 | 78.2 | 78.5 |
Maj. | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 | 73.6 |