Clustering on Online News Popularity
0Error (E_k)Clust-Splitter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Clust-Splitterk=2, f_best=9.53913*2025.05 | 0 | 11.28 | — | — | — | |
| Clust-Splitterk=3, f_best=5.910772025.05 | 0 | 16.89 | — | — | — | |
| Clust-Splitterk=5, f_best=3.098852025.05 | 0 | 27.19 | — | — | — | |
| Clust-Splitterk=15, f_best=0.776372025.05 | 0 | 97.92 | — | — | — | |
| LMBM-Clustk=2, f_best=9.53913*2025.05 | 0 | 1.86 | — | — | — | |
| LMBM-Clustk=3, f_best=5.910772025.05 | 0 | 26.56 | — | — | — | |
| LMBM-Clustk=5, f_best=3.098852025.05 | 0 | 39.12 | — | — | — | |
| DC-Clustk=22025.05 | 0 | 18.08 | — | — | — | |
| DC-Clustk=32025.05 | 0 | 45.73 | — | — | — | |
| DC-Clustk=42025.05 | 0 | 76.89 | — | — | — | |
| DC-Clustk=52025.05 | 0 | 103.64 | — | — | — | |
| DC-Clustk=102025.05 | 0 | 303.48 | — | — | — | |
| DC-Clustk=152025.05 | 0 | 577.2 | — | — | — | |
| DC-Clustk=202025.05 | 0 | 990.88 | — | — | — | |
| DC-Clustk=252025.05 | 0 | 1,443.78 | — | — | — | |
| Big-Clustk=22025.05 | 0.02 | 0.62 | — | — | — | |
| Big-Meansk=22025.05 | 0.02 | 4.26 | — | — | — | |
| Big-Clustk=32025.05 | 0.04 | 1.07 | — | — | — | |
| Big-Clustk=52025.05 | 0.07 | 2.07 | — | — | — | |
| Big-Meansk=32025.05 | 0.09 | 4.25 | — | — | — | |
| Clust-Splitterk=25, f_best=0.496162025.05 | 1.55 | 164.88 | — | — | — | |
| Big-Meansk=52025.05 | 1.88 | 4.26 | — | — | — | |
| Clust-Splitterk=20, f_best=0.598092025.05 | 1.93 | 131.52 | — | — | — | |
| MiniBatchKMeansk=22025.05 | 2.13 | 0.1 | — | — | — | |
| MiniBatchKMeansk=42025.05 | 2.16 | 0.05 | — | — | — | |
| LMBM-Clustk=10, f_best=1.172472025.05 | 2.57 | 54.06 | — | — | — | |
| Clust-Splitterk=10, f_best=1.172472025.05 | 2.58 | 52.8 | — | — | — | |
| MiniBatchKMeansk=32025.05 | 3.32 | 0.05 | — | — | — | |
| Big-Meansk=42025.05 | 3.92 | 4.26 | — | — | — | |
| Big-Meansk=202025.05 | 4.37 | 4.26 | — | — | — | |
| Big-Meansk=252025.05 | 5.23 | 4.28 | — | — | — | |
| Big-Meansk=102025.05 | 5.85 | 4.27 | — | — | — | |
| Big-Meansk=152025.05 | 6.55 | 4.5 | — | — | — | |
| LMBM-Clustk=25, f_best=0.496162025.05 | 7.03 | 93.77 | — | — | — | |
| Clust-Splitterk=4, f_best=4.307932025.05 | 7.66 | 22.13 | — | — | — | |
| LMBM-Clustk=4, f_best=4.307932025.05 | 7.66 | 27.28 | — | — | — | |
| Big-Clustk=42025.05 | 7.7 | 1.55 | — | — | — | |
| Big-Clustk=102025.05 | 8.29 | 4.39 | — | — | — | |
| Big-Clustk=252025.05 | 9.53 | 15.46 | — | — | — | |
| Big-Clustk=202025.05 | 14.24 | 11.18 | — | — | — | |
| MiniBatchKMeansk=52025.05 | 14.62 | 0.05 | — | — | — | |
| LMBM-Clustk=15, f_best=0.776372025.05 | 14.77 | 65.48 | — | — | — | |
| LMBM-Clustk=20, f_best=0.598092025.05 | 19.49 | 80.97 | — | — | — | |
| Big-Clustk=152025.05 | 21.36 | 7.4 | — | — | — | |
| MiniBatchKMeansk=202025.05 | 25.08 | 0.07 | — | — | — | |
| MiniBatchKMeansk=252025.05 | 32.91 | 0.08 | — | — | — | |
| MiniBatchKMeansk=102025.05 | 35.42 | 0.06 | — | — | — | |
| MiniBatchKMeansk=152025.05 | 38.53 | 0.07 | — | — | — | |
| Big-Clustaggregate=true2025.05 | — | — | 7.66 | 2.7 | 18.16 | |
| Big-Meansaggregate=true2025.05 | — | — | 3.49 | 0.49 | 34.83 | |
| Clust-Splitteraggregate=true2025.05 | — | — | 1.72 | 2.95 | 167.83 | |
| DC-Clustaggregate=true2025.05 | — | — | 0 | 2.69 | 1,446.47 | |
| LMBM-Clustaggregate=true2025.05 | — | — | 6.44 | 2.66 | 96.42 | |
| MiniBatchKMeansaggregate=true2025.05 | — | — | 19.27 | 0.5 | 1.04 |