Research Article
Financial Futures Prediction Using Fuzzy Rough Set and Synthetic Minority Oversampling Technique
Table 8
Friedman test on the hit ratio results for the proposed method SMOTE-FRS against the benchmark methods.
| | Compared models | Significant level |
| | SMOTE-FRS versus SMOTE-SVM | | | SMOTE-FRS versus SMOTE-ANN | | | SMOTE-FRS versus SMOTE-RF | | | SMOTE-FRS versus SMOTE-XGBoost | | | SMOTE-FRS versus SMOTE-MLP | | | SMOTE-FRS versus FRS-no-SMOTE | |
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