Table 6.
Evaluation results of ten machine learning algorithms.
| Methods | Training Data | Test Data | All Data |
|---|---|---|---|
| Decision Tree | **** | **** | **** |
| Random Forest | ***** | **** | ***** |
| Logistic Regression | ***** | ***** | ***** |
| SVM | * | * | *** |
| GBDT | *** | ** | ***** |
| KNN | *** | *** | **** |
| AdaBoost | ***** | *** | ***** |
| Naive Bayes | ***** | **** | ***** |
| Bagging | *** | ** | **** |
| MLP | ***** | *** | ***** |