| Data set | SVM | IDC2 | KLIEP | | | |
| Australian | 225.6, 100, 64 | 209.1, 60, 64 | 218.9, 200, 128 | Balance | 262.1, 20, 128 | 225.2, 500, 64 | 278.2, 80, 16 | Breast | 312.1, 10, 128 | 288.2, 60, 128 | 315.5, 200, 16 | Cleveland | 196.2, 500, 256 | 160.1, 200, 1024 | 171.5, 80, 32 | Credit | 1029.2, 100, 64 | 899.3, 30, 256 | 1050.6, 20, 64 | Diabetes | 469.2, 200, 64 | 420.5, 300, 1024 | 425.5, 50, 16 | Heart | 28.8, 50, 512 | 22.1, 10, 16 | 30.3, 20, 64 | Ionosphere | 46.5, 10, 16 | 40.9, 200, 64 | 42.5, 80, 256 | Iris | 9.2, 100, 128 | 6.3, 60, 16 | 9.9, 200, 32 | Liver | 18.2, 60, 64 | 13.2, 100, 32 | 16.2, 60, 256 | Page | 32.1, 80, 1024 | 29.6, 1000, 16 | 32.6, 20, 16 | Sonar | 12.6, 20, 64 | 10.1, 200, 64 | 29.6, 60, 256 | Thyroid | 29.8, 100, 64 | 25.5, 400, 16 | 30.6, 100, 64 | Vehicle | 1286.2, 200, 16 | 1120.3, 100, 128 | 1225.6, 200, 16 | Voting | 44.6, 20, 16 | 38.2, 80, 512 | 50.5, 200, 1024 | Waveform21 | 556.3, 600, 64 | 513.2, 300, 16 | 532.8, 100, 256 | Waveform40 | 443.3, 800, 128 | 399.6, 200, 64 | 422.1, 600, 256 | Wine | 49.6, 20, 256 | 40.3, 100, 64 | 44.5, 50, 512 | wdbc | 266.6, 600, 64 | 236.2, 200, 256 | 299.5, 10, 128 | wpbc | 198.7, 10, 64 | 155.3, 500, 128 | 167.8, 200, 64 |
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