From: QSAR based model for discriminating EGFR inhibitors and non-inhibitors using Random forest
Classifier | Sensitivity | Specificity | Accuracy | MCC | ROC |
---|---|---|---|---|---|
IBK | 68.69 | 84.98 | 82.63 | 0.45 | 0.87 |
Bayes | 68.73 | 70.57 | 70.31 | 0.29 | 0.72 |
Naive Bayes | 69.87 | 67.96 | 68.23 | 0.27 | 0.70 |
SVM | 67.11 | 86.24 | 83.48 | 0.46 | 0.87 |
Random Forest | 68.74 | 87.67 | 84.95 | 0.49 | 0.89 |