Clustering on Sensorless Drive Diagnosis
1.51Ek ErrorClust-Splitter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Clust-Splitterk=22025.05 | 1.51 | 0.42 | — | — | — | |
| LMBM-Clustk=22025.05 | 1.51 | 0.44 | — | — | — | |
| DC-Clustk=22025.05 | 1.51 | 7.5 | — | — | — | |
| Big-Clustk=22025.05 | 1.81 | 0.66 | — | — | — | |
| LMBM-Clustk=32025.05 | 2.01 | 0.62 | — | — | — | |
| LMBM-Clustk=42025.05 | 2.59 | 1.33 | — | — | — | |
| DC-Clustk=32025.05 | 3.93 | 31.72 | — | — | — | |
| DC-Clustk=42025.05 | 4.94 | 62.64 | — | — | — | |
| Big-Clustk=152025.05 | 5.12 | 6.76 | — | — | — | |
| DC-Clustk=52025.05 | 5.55 | 110.5 | — | — | — | |
| Big-Clustk=202025.05 | 6.93 | 9.96 | — | — | — | |
| Big-Clustk=32025.05 | 7.26 | 0.95 | — | — | — | |
| DC-Clustk=102025.05 | 7.87 | 428.95 | — | — | — | |
| Big-Clustk=102025.05 | 8.2 | 3.51 | — | — | — | |
| Big-Clustk=252025.05 | 8.2 | 13.56 | — | — | — | |
| LMBM-Clustk=152025.05 | 9.31 | 20.25 | — | — | — | |
| Big-Clustk=52025.05 | 9.47 | 1.77 | — | — | — | |
| LMBM-Clustk=102025.05 | 10.5 | 5.5 | — | — | — | |
| LMBM-Clustk=52025.05 | 10.52 | 1.75 | — | — | — | |
| DC-Clustk=152025.05 | 10.91 | 878.84 | — | — | — | |
| DC-Clustk=202025.05 | 11.79 | 1,346.34 | — | — | — | |
| Big-Clustk=42025.05 | 11.97 | 1.32 | — | — | — | |
| DC-Clustk=252025.05 | 12.82 | 1,922.28 | — | — | — | |
| LMBM-Clustk=202025.05 | 14.28 | 30.81 | — | — | — | |
| LMBM-Clustk=252025.05 | 15.89 | 44.22 | — | — | — | |
| Clust-Splitterk=32025.05 | 26.29 | 0.92 | — | — | — | |
| Clust-Splitterk=42025.05 | 33.94 | 3.66 | — | — | — | |
| Clust-Splitterk=52025.05 | 39.65 | 5.53 | — | — | — | |
| Big-Meansk=32025.05 | 57.04 | 4.32 | — | — | — | |
| Big-Meansk=22025.05 | 57.81 | 4.59 | — | — | — | |
| Big-Meansk=42025.05 | 83.97 | 4.27 | — | — | — | |
| Big-Meansk=52025.05 | 92.16 | 4.33 | — | — | — | |
| MiniBatchKMeansk=22025.05 | 101.67 | 0.04 | — | — | — | |
| Big-Meansk=102025.05 | 111.71 | 4.28 | — | — | — | |
| Clust-Splitterk=102025.05 | 118.11 | 29.19 | — | — | — | |
| Big-Meansk=152025.05 | 141.36 | 4.28 | — | — | — | |
| MiniBatchKMeansk=32025.05 | 158.89 | 0.03 | — | — | — | |
| Clust-Splitterk=152025.05 | 206.18 | 58.34 | — | — | — | |
| MiniBatchKMeansk=42025.05 | 221.94 | 0.03 | — | — | — | |
| Big-Meansk=202025.05 | 269.2 | 4.32 | — | — | — | |
| Clust-Splitterk=202025.05 | 270.39 | 90.19 | — | — | — | |
| MiniBatchKMeansk=52025.05 | 271.89 | 0.04 | — | — | — | |
| Big-Meansk=252025.05 | 286.79 | 4.43 | — | — | — | |
| Clust-Splitterk=252025.05 | 324.6 | 132.53 | — | — | — | |
| MiniBatchKMeansk=102025.05 | 603.18 | 0.04 | — | — | — | |
| MiniBatchKMeansk=152025.05 | 944.3 | 0.04 | — | — | — | |
| MiniBatchKMeansk=202025.05 | 1,201.56 | 0.04 | — | — | — | |
| MiniBatchKMeansk=252025.05 | 1,420.27 | 0.04 | — | — | — | |
| Big-Clustsummary_results=true2025.05 | — | — | 7.37 | 3.91 | 17.47 | |
| Big-Meanssummary_results=true2025.05 | — | — | 137.5 | 0.77 | 35.58 | |
| Clust-Splittersummary_results=true2025.05 | — | — | 127.58 | 4.27 | 136.8 | |
| DC-Clustsummary_results=true2025.05 | — | — | 7.41 | 3.95 | 1,926.23 | |
| LMBM-Clustsummary_results=true2025.05 | — | — | 8.33 | 3.89 | 48.11 | |
| MiniBatchKMeanssummary_results=true2025.05 | — | — | 615.46 | 0.75 | 1.05 |