Classification on connect-4
100AccuracyJSON-Bag
Evaluation Results
| Method | Links | |
|---|---|---|
| JSON-BagClassifier=Random Forest2025.08 | 100 | |
| JSON-CharClassifier=Random Forest2025.08 | 100 | |
| Hand-craftedClassifier=Random Forest2025.08 | 99.7 | |
| RRLvalidation_strategy=5-fold cross validation2021.09 | 0.8696 | |
| XGBoostvalidation_strategy=5-fold cross validation2021.09 | 0.8647 | |
| LightGBMvalidation_strategy=5-fold cross validation2021.09 | 0.8553 | |
| PLNN(MLP)validation_strategy=5-fold cross validation2021.09 | 0.8539 | |
| SVMvalidation_strategy=5-fold cross validation2021.09 | 0.8365 | |
| RFvalidation_strategy=5-fold cross validation2021.09 | 0.831 | |
| CRSvalidation_strategy=5-fold cross validation2021.09 | 0.7905 | |
| CARTvalidation_strategy=5-fold cross validation2021.09 | 0.7638 | |
| C4.5validation_strategy=5-fold cross validation2021.09 | 0.7632 | |
| LRvalidation_strategy=5-fold cross validation2021.09 | 0.7574 | |
| CORELSvalidation_strategy=5-fold cross validation2021.09 | 0.6405 | |
| SBRLvalidation_strategy=5-fold cross validation2021.09 | 0.628 |