Classification on tic-tac-toe
100AccuracyRRL
Evaluation Results
| Method | Links | |
|---|---|---|
| RRLvalidation_strategy=5-fold cross validation2021.09 | 100 | |
| DS-OPT#samples=958, #features=542022.06 | 100 | |
| BRS#samples=958, #features=542022.06 | 100 | |
| CG#samples=958, #features=542022.06 | 100 | |
| AutoFeatBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 100 | |
| LightGBMvalidation_strategy=5-fold cross validation2021.09 | 99.9 | |
| BaseBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 99.8 | |
| LLM-FEBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 99.8 | |
| RIPPER#samples=958, #features=542022.06 | 99.7 | |
| OCTreeBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 99.7 | |
| CAAFEBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 99.6 | |
| OpenFEBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 99.4 | |
| XGBoostvalidation_strategy=5-fold cross validation2021.09 | 99.27 | |
| RF#samples=958, #features=542022.06 | 99.1 | |
| CRSvalidation_strategy=5-fold cross validation2021.09 | 99.06 | |
| SBRLvalidation_strategy=5-fold cross validation2021.09 | 98.85 | |
| CORELSvalidation_strategy=5-fold cross validation2021.09 | 98.75 | |
| RFvalidation_strategy=5-fold cross validation2021.09 | 98.75 | |
| LRvalidation_strategy=5-fold cross validation2021.09 | 98.33 | |
| SVMvalidation_strategy=5-fold cross validation2021.09 | 98.33 | |
| PLNN(MLP)validation_strategy=5-fold cross validation2021.09 | 98.12 | |
| C4.5validation_strategy=5-fold cross validation2021.09 | 94.26 | |
| CART#samples=958, #features=542022.06 | 94.2 | |
| CARTvalidation_strategy=5-fold cross validation2021.09 | 93.32 | |
| DeepSeek-V3.2Access=Closed-source2026.01 | 88 | |
| Gemini3-FlashAccess=Closed-source2026.01 | 86 | |
| FeatLLMBackbone=XGBoost, n (number of samples)=958, p (number of features)=92025.03 | 65.3 | |
| GPT-4oAccess=Closed-source2026.01 | 63 |