Clustering on HandWritten V=6, K=10
97.6Clustering AccuracyCRAFT
Evaluation results
| Method | Links | |
|---|---|---|
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 97.6 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 97.58 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 97.57 | |
| CRAFTProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 97.57 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 97.53 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 96.82 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.65 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.37 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.37 | |
| Energy-DIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.09 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 96.09 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 94.87 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 93.69 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 92.75 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 92.15 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 89.51 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 89.39 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 89.31 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 87.91 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 87.1 | |
| CRAFTProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=single checkpoint, Evaluation Seed=5-seed mean2026.06 | 85.21 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 85.06 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 84.05 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 83.9 | |
| Energy-DIMCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=cross-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 83.26 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 82.35 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 82.1 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 80.56 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 80 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 79.55 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 79.25 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 77.05 | |
| HSACCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 76.53 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 75.25 | |
| DCPProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 71.55 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 71.4 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 68.5 | |
| COMPLETERProtocol=Protocol 1, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 67.61 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.1, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 65.25 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 62.3 | |
| DCGProtocol=Protocol 1, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 62.25 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 58.34 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.1, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 37.3 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 32.6 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 24.6 | |
| DVIMCProtocol=Protocol 1, Missing-data parameter=0.7, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 24.3 | |
| DVIMCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=per-sample, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 20 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 18.15 | |
| DCPProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 16.25 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.3, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 15.05 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 14.45 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.5, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 14.24 | |
| HSACCProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 13.52 | |
| DCGProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=1-seed2026.06 | 12.75 | |
| COMPLETERProtocol=Protocol 4, Missing-data parameter=0.7, Method Class=Frec, Checkpoint strategy=per-configuration retraining, Evaluation Seed=5-seed mean2026.06 | 12.65 |