Clustering on EEG Eye State
0EkClust-Splitter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Clust-Splitterk=32025.05 | 0 | 2.2 | — | — | — | |
| Clust-Splitterk=42025.05 | 0 | 3 | — | — | — | |
| Clust-Splitterk=52025.05 | 0 | 3.19 | — | — | — | |
| Clust-Splitterk=102025.05 | 0 | 4.09 | — | — | — | |
| LMBM-Clustk=32025.05 | 0 | 0.08 | — | — | — | |
| LMBM-Clustk=42025.05 | 0 | 0.11 | — | — | — | |
| LMBM-Clustk=52025.05 | 0 | 0.17 | — | — | — | |
| LMBM-Clustk=202025.05 | 0 | 7.58 | — | — | — | |
| DC-Clustk=32025.05 | 0 | 0.33 | — | — | — | |
| DC-Clustk=42025.05 | 0 | 0.63 | — | — | — | |
| DC-Clustk=52025.05 | 0 | 1.33 | — | — | — | |
| Big-Clustk=32025.05 | 0.01 | 0.14 | — | — | — | |
| Big-Clustk=42025.05 | 0.01 | 0.18 | — | — | — | |
| Big-Clustk=52025.05 | 0.01 | 0.25 | — | — | — | |
| LMBM-Clustk=152025.05 | 0.05 | 4.73 | — | — | — | |
| DC-Clustk=252025.05 | 0.13 | 68.53 | — | — | — | |
| LMBM-Clustk=252025.05 | 0.16 | 11.5 | — | — | — | |
| DC-Clustk=152025.05 | 0.26 | 22.5 | — | — | — | |
| Clust-Splitterk=252025.05 | 0.29 | 13.11 | — | — | — | |
| Clust-Splitterk=152025.05 | 0.62 | 5.78 | — | — | — | |
| Clust-Splitterk=202025.05 | 0.75 | 9.47 | — | — | — | |
| LMBM-Clustk=102025.05 | 0.8 | 2.25 | — | — | — | |
| DC-Clustk=102025.05 | 0.81 | 9.05 | — | — | — | |
| Big-Clustk=102025.05 | 1.06 | 0.8 | — | — | — | |
| DC-Clustk=202025.05 | 1.34 | 44.09 | — | — | — | |
| Big-Clustk=152025.05 | 1.78 | 1.34 | — | — | — | |
| Big-Clustk=202025.05 | 2.41 | 1.98 | — | — | — | |
| Big-Clustk=252025.05 | 2.51 | 2.73 | — | — | — | |
| Clust-Splitterk=22025.05 | 4.25 | 0.89 | — | — | — | |
| LMBM-Clustk=22025.05 | 4.25 | 0.05 | — | — | — | |
| DC-Clustk=22025.05 | 4.25 | 0.13 | — | — | — | |
| Big-Clustk=22025.05 | 4.25 | 0.09 | — | — | — | |
| Big-Meansk=22025.05 | 62.02 | 3.25 | — | — | — | |
| MiniBatchKMeansk=22025.05 | 98.14 | 0.03 | — | — | — | |
| Big-Meansk=32025.05 | 663.56 | 3.3 | — | — | — | |
| MiniBatchKMeansk=32025.05 | 746.99 | 0.02 | — | — | — | |
| Big-Meansk=42025.05 | 510,690.3 | 3.28 | — | — | — | |
| MiniBatchKMeansk=42025.05 | 689,042.19 | 0.03 | — | — | — | |
| Big-Meansk=52025.05 | 882,321.25 | 3.39 | — | — | — | |
| MiniBatchKMeansk=52025.05 | 1,154,863.91 | 0.03 | — | — | — | |
| Big-Meansk=102025.05 | 2,583,946.58 | 3.33 | — | — | — | |
| Big-Meansk=202025.05 | 3,000,995.3 | 3.35 | — | — | — | |
| Big-Meansk=152025.05 | 3,202,194.92 | 3.27 | — | — | — | |
| MiniBatchKMeansk=102025.05 | 3,417,200.94 | 0.03 | — | — | — | |
| MiniBatchKMeansk=152025.05 | 4,376,517.58 | 0.03 | — | — | — | |
| Big-Meansk=252025.05 | 5,142,507.29 | 3.28 | — | — | — | |
| MiniBatchKMeansk=202025.05 | 5,212,690.01 | 0.03 | — | — | — | |
| MiniBatchKMeansk=252025.05 | 5,723,176.9 | 0.03 | — | — | — | |
| Big-Clust2025.05 | — | — | 1.51 | 0.31 | 3.05 | |
| Big-Means2025.05 | — | — | 1,915,422.65 | 0.06 | 26.52 | |
| Clust-Splitter2025.05 | — | — | 0.74 | 0.3 | 13.41 | |
| DC-Clust2025.05 | — | — | 0.85 | 0.3 | 68.83 | |
| LMBM-Clust2025.05 | — | — | 0.66 | 0.3 | 11.8 | |
| MiniBatchKMeans2025.05 | — | — | 2,571,792.08 | 0.06 | 0.28 |