Table 6 Regression models results of pseudo R2, quantile loss, adjustes R2, and root mean squared error for Current Income variable
From: Supervised machine learning predictive analytics for alumni income
A | B | ||||
|---|---|---|---|---|---|
Pseudo R2 | Q-Loss | R2-adj | RMSE | ||
QR50 | 0.23 | 18,659.52 | OLS | 0.44 | 50,431.45 |
QRF50 | 0.37 | 14,719.26 | RFR | 0.51 | 47,325.67 |
QLGB50 | 0.38 | 14,301.58 | GBC | 0.54 | 45,892.69 |