Prediction on Communities and Crime
0.0283MSEIncremental MM^1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Incremental MM^1Initialization strategy=data-driven initialization, Dv setting=12026.01 | 0.0283 | 1.044 | 0.1461 | |
| SophiaInitialization strategy=data-driven initialization2026.01 | 0.0309 | 1.9419 | 0.143 | |
| AdamInitialization strategy=data-driven initialization2026.01 | 0.0314 | 2.2066 | 0.1413 | |
| Adam WInitialization strategy=data-driven initialization2026.01 | 0.0315 | 1.5257 | 0.1417 | |
| Incremental MM*Initialization strategy=logistic regression2026.01 | 0.0316 | 0.95 | 0.1594 | |
| Incremental MM^2Initialization strategy=data-driven initialization, Dv setting=22026.01 | 0.0321 | 0.9537 | 0.1307 | |
| RMSPropInitialization strategy=data-driven initialization2026.01 | 0.0322 | 2.126 | 0.1415 | |
| SGDInitialization strategy=data-driven initialization2026.01 | 0.0462 | 1.8288 | 0.1591 |