Classification on Textile (10 Monte Carlo cross-validation splits)
92.2AccuracyIntegral Operator
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Integral Operator2025.05 | 92.2 | 94.2 | 89.7 | 91.1 | |
| SVM+UMAPFeature Embedding=UMAP2025.05 | 90 | 93.4 | 86.5 | 88.1 | |
| DT+UMAPFeature Embedding=UMAP2025.05 | 89.5 | 90.5 | 89.3 | 89.4 | |
| DT2025.05 | 88 | 89.4 | 88.8 | 88.8 | |
| CNN+FFNN2025.05 | 82.4 | 72.7 | 77.1 | 72.5 | |
| FFNN2025.05 | 80.91 | 76.73 | 79.11 | 76.55 | |
| Tiny Transformer2025.05 | 66.36 | 51.79 | 55.41 | 50.45 | |
| SVM2025.05 | 54.5 | 24.8 | 34.3 | 25.4 | |
| Shallow CNN2025.05 | 47.73 | 24.01 | 38.74 | 28.13 |