Binary Classification on Axis & Allies Board Game Dataset 1.0 (test)
87.7Mean AccuracyTsetlin Machine
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Tsetlin Machineclauses=10000, s-value=40.0, summation target T=10, states per automaton=1000, epochs=2002018.04 | 87.7 | 87.4 | 88 | 87.2 | 88.1 | |
| Multilayer Perceptron Network2018.04 | 87.6 | 87.1 | 88.1 | 86.6 | 88.3 | |
| SVM2018.04 | 83.7 | 83.7 | 83.7 | 83.7 | 83.7 | |
| Random Forest2018.04 | 83.1 | 82.3 | 83.8 | 81.6 | 84.1 | |
| Naive Bayes2018.04 | 80.1 | 80.1 | 80.1 | 80.1 | 80.1 | |
| Logistic Regression2018.04 | 77.7 | 77.7 | 77.7 | 77.7 | 77.7 |