Table 4. Train & test accuracy result.
Model | Version | Train accuracy | Test accuracy |
---|---|---|---|
Decision tree | v4 | 100% | 95.72% |
Random forest | v1 | 99.99% | 95.07% |
Naive bayes | v1 | 84.67% | 83.78% |
Logistic regression | v2 | 79.86% | 79.24% |
SVM | v5 | 77.67% | 74.33% |
KNN | v2 | 80.76% | 69.46% |