Wage Prediction on PSID wage data 1981–1982 1976–1982 (test)
0.088Test MSE (Fixed Only)XGB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XGBCovariates=EXPER Decomposition, Random Effects Structure=None2025.10 | 0.088 | — | — | — | |
| RFCovariates=EXPER Decomposition, Random Effects Structure=None2025.10 | 0.092 | — | — | — | |
| OLSCovariates=EXPER Decomposition, Random Effects Structure=None2025.10 | 0.106 | — | — | — | |
| GPBoost**Covariates=EXPER Decomposition, Random Effects Structure=Random Intercepts and Slopes2025.10 | 0.107 | 0.047 | 86.1 | 0.12 | |
| GBMixed-Base**Covariates=EXPER Decomposition, Random Effects Structure=Random Intercepts and Slopes2025.10 | 0.107 | 0.032 | 91 | 0.092 | |
| LMM**Covariates=EXPER Decomposition, Random Effects Structure=Random Intercepts and Slopes2025.10 | 0.114 | 0.033 | 87 | 0.091 | |
| GPBoost*Covariates=Standard Covariates, Random Effects Structure=Random Intercepts2025.10 | 0.16 | 0.097 | 82.1 | 0.18 | |
| XGBCovariates=Standard Covariates, Random Effects Structure=None2025.10 | 0.163 | — | — | — | |
| RFCovariates=Standard Covariates, Random Effects Structure=None2025.10 | 0.168 | — | — | — | |
| OLSCovariates=Standard Covariates, Random Effects Structure=None2025.10 | 0.193 | — | — | — | |
| LMM*Covariates=Standard Covariates, Random Effects Structure=Random Intercepts2025.10 | 0.581 | 0.04 | 88.9 | 0.103 | |
| GBMixed-GBoost*Covariates=Standard Covariates, Random Effects Structure=Random Intercepts2025.10 | 0.855 | 0.036 | 88.9 | 0.097 |