Clustering on MiniBooNE Particle Identification m = 130,064, n = 50 (full)
0EkLMBM-Clust
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LMBM-Clustk=22025.05 | 0 | 0.98 | 3.2 | 9.08 | 150.41 | |
| LMBM-Clustk=42025.05 | 0 | 3.05 | 3.2 | 9.08 | 150.41 | |
| LMBM-Clustk=52025.05 | 0 | 6.84 | 3.2 | 9.08 | 150.41 | |
| LMBM-Clustk=152025.05 | 0 | 59.73 | 3.2 | 9.08 | 150.41 | |
| DC-Clustk=22025.05 | 0 | 4.41 | 0.26 | 9.08 | 8,283.16 | |
| DC-Clustk=32025.05 | 0 | 102.8 | 0.26 | 9.08 | 8,283.16 | |
| DC-Clustk=42025.05 | 0 | 189.31 | 0.26 | 9.08 | 8,283.16 | |
| DC-Clustk=52025.05 | 0 | 441.72 | 0.26 | 9.08 | 8,283.16 | |
| Big-Clustk=22025.05 | 0 | 1.15 | 3.72 | 9.57 | 131.36 | |
| DC-Clustk=152025.05 | 0.02 | 3,897.16 | 0.26 | 9.08 | 8,283.16 | |
| DC-Clustk=252025.05 | 0.03 | 8,274.08 | 0.26 | 9.08 | 8,283.16 | |
| Big-Clustk=42025.05 | 0.04 | 2.99 | 3.72 | 9.57 | 131.36 | |
| Big-Clustk=52025.05 | 0.12 | 5.71 | 3.72 | 9.57 | 131.36 | |
| DC-Clustk=202025.05 | 0.37 | 6,035.58 | 0.26 | 9.08 | 8,283.16 | |
| LMBM-Clustk=252025.05 | 1.12 | 141.33 | 3.2 | 9.08 | 150.41 | |
| LMBM-Clustk=202025.05 | 1.17 | 99.87 | 3.2 | 9.08 | 150.41 | |
| Big-Clustk=152025.05 | 1.47 | 22.3 | 3.72 | 9.57 | 131.36 | |
| LMBM-Clustk=102025.05 | 1.63 | 31.06 | 3.2 | 9.08 | 150.41 | |
| DC-Clustk=102025.05 | 1.65 | 2,025.89 | 0.26 | 9.08 | 8,283.16 | |
| Big-Clustk=252025.05 | 1.76 | 41.59 | 3.72 | 9.57 | 131.36 | |
| Big-Clustk=202025.05 | 2.3 | 31.07 | 3.72 | 9.57 | 131.36 | |
| Big-Clustk=102025.05 | 2.37 | 15.03 | 3.72 | 9.57 | 131.36 | |
| LMBM-Clustk=32025.05 | 21.68 | 1.7 | 3.2 | 9.08 | 150.41 | |
| Big-Clustk=32025.05 | 21.69 | 1.97 | 3.72 | 9.57 | 131.36 | |
| Clust-Splitterk=22025.05 | 252,620.64 | 26.42 | 744,579.48 | 9.42 | 2,545.19 | |
| MiniBatchKMeansk=22025.05 | 286,901.67 | 0.07 | 2,591,511.31 | 1.86 | 2.47 | |
| Big-Meansk=22025.05 | 286,911.7 | 4.27 | 2,504,017.25 | 1.83 | 36.72 | |
| Clust-Splitterk=252025.05 | 309,221.62 | 2,535.77 | 744,579.48 | 9.42 | 2,545.19 | |
| Big-Meansk=32025.05 | 391,916.32 | 4.28 | 2,504,017.25 | 1.83 | 36.72 | |
| Clust-Splitterk=32025.05 | 404,522.85 | 55.98 | 744,579.48 | 9.42 | 2,545.19 | |
| MiniBatchKMeansk=32025.05 | 489,605.83 | 0.07 | 2,591,511.31 | 1.86 | 2.47 | |
| Clust-Splitterk=42025.05 | 730,252.51 | 94.44 | 744,579.48 | 9.42 | 2,545.19 | |
| Clust-Splitterk=202025.05 | 739,691.13 | 1,731.14 | 744,579.48 | 9.42 | 2,545.19 | |
| MiniBatchKMeansk=42025.05 | 946,975.49 | 0.07 | 2,591,511.31 | 1.86 | 2.47 | |
| Big-Meansk=42025.05 | 947,964.98 | 4.46 | 2,504,017.25 | 1.83 | 36.72 | |
| Clust-Splitterk=52025.05 | 1,006,752.24 | 131.94 | 744,579.48 | 9.42 | 2,545.19 | |
| Clust-Splitterk=152025.05 | 1,165,473.95 | 1,059.8 | 744,579.48 | 9.42 | 2,545.19 | |
| Big-Meansk=52025.05 | 1,264,307.71 | 4.42 | 2,504,017.25 | 1.83 | 36.72 | |
| Clust-Splitterk=102025.05 | 1,348,100.88 | 487.41 | 744,579.48 | 9.42 | 2,545.19 | |
| MiniBatchKMeansk=52025.05 | 1,404,755.54 | 0.08 | 2,591,511.31 | 1.86 | 2.47 | |
| MiniBatchKMeansk=102025.05 | 2,813,472.85 | 0.07 | 2,591,511.31 | 1.86 | 2.47 | |
| Big-Meansk=102025.05 | 2,815,972.07 | 4.31 | 2,504,017.25 | 1.83 | 36.72 | |
| MiniBatchKMeansk=152025.05 | 4,029,153.17 | 0.09 | 2,591,511.31 | 1.86 | 2.47 | |
| Big-Meansk=152025.05 | 4,031,566.07 | 4.33 | 2,504,017.25 | 1.83 | 36.72 | |
| Big-Meansk=202025.05 | 4,530,328.25 | 4.41 | 2,504,017.25 | 1.83 | 36.72 | |
| MiniBatchKMeansk=202025.05 | 5,006,683.99 | 0.09 | 2,591,511.31 | 1.86 | 2.47 | |
| MiniBatchKMeansk=252025.05 | 5,754,541.94 | 0.08 | 2,591,511.31 | 1.86 | 2.47 | |
| Big-Meansk=252025.05 | 5,763,170.88 | 4.41 | 2,504,017.25 | 1.83 | 36.72 |