Classification on Real-world datasets Aggregate Mean
88.5G-MeanKMeans
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KMeansClassifier=MLP2025.11 | 88.5 | 0 | 92 | |
| SPOTGreedyClassifier=MLP2025.11 | 87.7 | 0.8 | 91.8 | |
| CNNClassifier=MLP2025.11 | 86.9 | 1.5 | 77.4 | |
| KMeansClassifier=Lin. SVM2025.11 | 86.3 | 7.4 | 92 | |
| SPOTGreedyClassifier=RF2025.11 | 85.8 | 0.2 | 91.8 | |
| KMeansClassifier=1-NN2025.11 | 85.7 | 1.1 | 92 | |
| SPOTGreedyClassifier=Lin. SVM2025.11 | 85.2 | 6.3 | 91.8 | |
| DROP3Classifier=MLP2025.11 | 85 | 3.4 | 89.5 | |
| SPOTGreedyClassifier=1-NN2025.11 | 84.4 | 0.3 | 91.8 | |
| KMeansClassifier=RF2025.11 | 84.3 | 1.7 | 92 | |
| DROP3Classifier=Lin. SVM2025.11 | 83.8 | 4.9 | 89.5 | |
| CNNClassifier=RF2025.11 | 83.7 | 2.3 | 77.4 | |
| CNNClassifier=1-NN2025.11 | 83.6 | 1.1 | 77.4 | |
| ICFClassifier=MLP2025.11 | 82.4 | 6.1 | 86.9 | |
| TPSClassifier=MLP2025.11 | 82.2 | 6.2 | 77.4 | |
| SPOTGreedyClassifier=3-NN2025.11 | 82 | 2 | 91.8 | |
| DROP3Classifier=1-NN2025.11 | 82 | 2.7 | 89.5 | |
| DROP3Classifier=3-NN2025.11 | 81.4 | 2.6 | 89.5 | |
| DROP3Classifier=RF2025.11 | 81.4 | 4.6 | 89.5 | |
| TPSClassifier=Lin. SVM2025.11 | 81.3 | 2.4 | 77.4 | |
| CNNClassifier=Lin. SVM2025.11 | 81 | 2.2 | 77.4 | |
| KMeansClassifier=3-NN2025.11 | 80.9 | 3.1 | 92 | |
| DROP3Classifier=5-NN2025.11 | 80.9 | 2 | 89.5 | |
| BoundaryTPSClassifier=MLP2025.11 | 80.4 | 8 | 81.7 | |
| SPOTGreedyClassifier=5-NN2025.11 | 80.3 | 2.6 | 91.8 | |
| IB3Classifier=MLP2025.11 | 79.8 | 8.6 | 79.9 | |
| ICFClassifier=RF2025.11 | 79 | 7 | 86.9 | |
| TPSClassifier=1-NN2025.11 | 78.9 | 5.8 | 77.4 | |
| TPSClassifier=3-NN2025.11 | 78.8 | 5.3 | 77.4 | |
| CNNClassifier=3-NN2025.11 | 78.7 | 5.3 | 77.4 | |
| KMeansClassifier=5-NN2025.11 | 78.2 | 4.7 | 92 | |
| TPSClassifier=RF2025.11 | 77.8 | 8.2 | 77.4 | |
| IB3Classifier=1-NN2025.11 | 76.8 | 7.9 | 79.9 | |
| TPSClassifier=5-NN2025.11 | 76.2 | 6.8 | 77.4 | |
| BoundaryTPSClassifier=Lin. SVM2025.11 | 76.2 | 2.6 | 81.7 | |
| BoundaryTPSClassifier=RF2025.11 | 75.9 | 10.1 | 81.7 | |
| BoundaryTPSClassifier=1-NN2025.11 | 75.7 | 8.9 | 81.7 | |
| BoundaryTPSClassifier=3-NN2025.11 | 75.2 | 8.8 | 81.7 | |
| ICFClassifier=Lin. SVM2025.11 | 75.2 | 3.7 | 86.9 | |
| BoundaryTPSClassifier=5-NN2025.11 | 73.9 | 9.1 | 81.7 | |
| IB3Classifier=Lin. SVM2025.11 | 72.5 | 6.3 | 79.9 | |
| IB3Classifier=RF2025.11 | 71.2 | 14.8 | 79.9 | |
| CNNClassifier=5-NN2025.11 | 71 | 11.9 | 77.4 | |
| IB3Classifier=3-NN2025.11 | 64 | 20.1 | 79.9 | |
| ICFClassifier=1-NN2025.11 | 63.9 | 20.8 | 86.9 | |
| CNN+ENNClassifier=MLP2025.11 | 63.5 | 24.9 | 91.7 | |
| ICFClassifier=3-NN2025.11 | 57.5 | 26.5 | 86.9 | |
| CNN+ENNClassifier=1-NN2025.11 | 57.5 | 27.1 | 91.7 | |
| IB3Classifier=5-NN2025.11 | 57.1 | 25.9 | 79.9 | |
| ICFClassifier=5-NN2025.11 | 54.8 | 28.1 | 86.9 | |
| CNN+ENNClassifier=Lin. SVM2025.11 | 54.2 | 24.7 | 91.7 | |
| CNN+ENNClassifier=RF2025.11 | 53.7 | 32.3 | 91.7 | |
| CNN+ENNClassifier=3-NN2025.11 | 46.7 | 37.3 | 91.7 | |
| CNN+ENNClassifier=5-NN2025.11 | 39.8 | 43.1 | 91.7 |