Stationary Linear Regression on KCHSD 1.0 (test)
0.5786R2 ScoreBatch Regression (Pseudo-Inverse)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Batch Regression (Pseudo-Inverse)method=Pseudo-Inverse2025.12 | 0.5786 | 0.0221 | |
| MBGDeta=0.01, K=M * 5, epochs=NK * 202025.12 | 0.5743 | 0.1756 | |
| OLR-WAalpha=0.1, BK=N * 0.1, K=M * 52025.12 | 0.574 | 0.0837 | |
| SGDeta=0.0001, epochs=N * 22025.12 | 0.5728 | 0.3135 | |
| OLReta=0.001, epochs=N * 5, lambda=0.00012025.12 | 0.5704 | 0.9502 | |
| ORReta=0.001, epochs=N * 5, lambda=0.0012025.12 | 0.5643 | 0.8806 | |
| LMSeta=0.00012025.12 | 0.5634 | 0.1162 | |
| PAC=0.1, epsilon=0.12025.12 | 0.5353 | 0.1202 | |
| RLSlambda=0.99, delta=0.012025.12 | 0.4809 | 0.1836 |