Classification on Connect-4 (test)
83.01AccuracyANT-Soft
Evaluation Results
| Method | Links | |
|---|---|---|
| ANT-SoftNumber of Seeds=102026.05 | 83.01 | |
| TnT-bagging#E=100, #S=143k2021.10 | 82.84 | |
| Random Forest#E=100, #S=718k2021.10 | 82.33 | |
| DTSemNetNf=126, Nc=3, Ns=43236, Height=82026.05 | 82.03 | |
| DTSemNetTraining Time=352s, Number of Seeds=102026.05 | 82.03 | |
| TnT-bagging#E=20, #S=18.3k2021.10 | 81.93 | |
| TnT-bagging#E=10, #S=9.2k2021.10 | 81.44 | |
| TAONf=126, Nc=3, Ns=43236, Height=82026.05 | 81.21 | |
| AdaBoost#E=20, #S=1.8k2021.10 | 81.14 | |
| ANT-HardTraining Time=613s, Number of Seeds=102026.05 | 80.94 | |
| TnT-bagging#E=5, #S=4.6k2021.10 | 80.61 | |
| TnT-AdaBoost#E=20, #S=1.8k2021.10 | 80.53 | |
| Random Forest#E=20, #S=18.3k2021.10 | 80.39 | |
| Random Forest#E=10, #S=9.2k2021.10 | 79.85 | |
| DGTNf=126, Nc=3, Ns=43236, Height=82026.05 | 79.52 | |
| Random Forest#E=5, #S=4.6k2021.10 | 79.21 | |
| TnT-AdaBoost#E=10, #S=9402021.10 | 78.94 | |
| AdaBoost#E=10, #S=9402021.10 | 78.37 | |
| TnT-AdaBoost#E=5, #S=4502021.10 | 77.39 | |
| AdaBoost#E=5, #S=4502021.10 | 76.74 | |
| CARTNf=126, Nc=3, Ns=43236, Height=no predefined height2026.05 | 74.03 |