Model | Internal validation | External validation |
---|---|---|
Gradient boosting machine | 0.96 [0.94, 0.98] | 0.93 [0.90, 0.96] |
K-nearest neighbours | 0.93 [0.90, 0.97] | 0.92 [0.89, 0.95] |
Logistic regression | 0.96 [0.93, 0.98] | 0.95 [0.92, 0.97] |
MARS | 0.96 [0.90, 0.99] | 0.94 [0.92, 0.97] |
Neural network | 0.96 [0.93, 0.99] | 0.94 [0.92, 0.97] |
Random forest | 0.95 [0.92, 0.98] | 0.94 [0.91, 0.96] |
Support vector machine | 0.96 [0.93, 0.98] | 0.94 [0.92, 0.97] |