Regression on mortgage (R2, Avg. % of Improvement)
0.9984R2 ScoreLR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LRRegressor=LR, Evaluation Protocol=Pipeline2026.05 | 0.9984 | 0.35 | |
| LRRegressor=LR, Evaluation Protocol=Single2026.05 | 0.9982 | — | |
| RidgeRegressor=Ridge, Evaluation Protocol=Pipeline2026.05 | 0.9972 | 0.35 | |
| RidgeRegressor=Ridge, Evaluation Protocol=Single2026.05 | 0.9965 | — | |
| KNNRegressor=KNN, Evaluation Protocol=Pipeline2026.05 | 0.996 | 0.35 | |
| KNNRegressor=KNN, Evaluation Protocol=Single2026.05 | 0.9959 | — | |
| XGBRegressor=XGB, Evaluation Protocol=Pipeline2026.05 | 0.9948 | 0.35 | |
| MLPRegressor=MLP, Evaluation Protocol=Pipeline2026.05 | 0.9934 | 0.35 | |
| MLPRegressor=MLP, Evaluation Protocol=Single2026.05 | 0.9921 | — | |
| SVRRegressor=SVR, Evaluation Protocol=Pipeline2026.05 | 0.9873 | 0.35 | |
| SVRRegressor=SVR, Evaluation Protocol=Single2026.05 | 0.9864 | — | |
| XGBRegressor=XGB, Evaluation Protocol=Single2026.05 | 0.9776 | — |