Clustering on MultiFashion V=3, K=10
97.46Clustering AccuracyHSACC
Evaluation results
| Method | Links | |
|---|---|---|
| HSACCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 97.46 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.4 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 96.29 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 94.34 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 93.3 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 93.21 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 92.82 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 92.73 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 92.44 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 91.99 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 91.97 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 91.97 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 91.7 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 91.67 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 91.64 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 90.83 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 90.66 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 90.19 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 90.09 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 89.9 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 88.82 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 88.53 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 88.12 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 87.87 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 87.23 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 87.21 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 86.65 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 86.62 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 86.04 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 85.65 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 85.41 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 84.09 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 83.86 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 83.36 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 83.08 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 82.5 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 80.43 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 79.92 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 79.77 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 76.25 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 75.24 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 72.75 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 72.26 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 71.78 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 69.36 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 68.95 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 67.21 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 49.8 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 48.22 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 46.37 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 29.14 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 25.11 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 21.61 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 11.68 |