Extra Trees Regressor | 0.035 | 0.757 | 50.9 | 378700.0 | 0.243 | 75.7 |
Extreme Gradient Boosting | 0.037 | 0.739 | 48.9 | 369350.0 | 0.262 | 73.9 |
K Neighbors Regressor | 0.038 | 0.725 | 47.7 | 362450.0 | 0.275 | 72.5 |
Light Gradient Boosting Machine | 0.038 | 0.715 | 46.7 | 357750.0 | 0.285 | 71.5 |
Decision Tree Regressor | 0.048 | 0.546 | 32.8 | 273000.0 | 0.454 | 54.6 |
Gradient Boosting Regressor | 0.052 | 0.469 | 27.3 | 234600.0 | 0.531 | 46.9 |
Linear Regression | 0.069 | 0.074 | 3.9 | 36950.0 | 0.926 | 7.4 |
Least Angle Regression | 0.069 | 0.074 | 3.9 | 36950.0 | 0.926 | 7.4 |
Bayesian Ridge | 0.069 | 0.074 | 3.9 | 36900.0 | 0.926 | 7.4 |
Ridge Regression | 0.069 | 0.068 | 3.7 | 34150.0 | 0.932 | 6.8 |
Huber Regressor | 0.070 | 0.062 | 3.2 | 31000.0 | 0.938 | 6.2 |
Orthogonal Matching Pursuit | 0.072 | 0.000 | 0.2 | 50.0 | 1.000 | 0.0 |
Lasso Regression | 0.072 | −0.001 | 0.2 | −150.0 | 1.001 | 0.0 |
Elastic Net | 0.072 | −0.001 | 0.2 | −150.0 | 1.001 | 0.0 |
Lasso Least Angle Regression | 0.072 | −0.001 | 0.2 | −150.0 | 1.001 | 0.0 |
Dummy Regressor | 0.072 | −0.001 | 0.2 | −150.0 | 1.001 | 0.0 |
AdaBoost Regressor | 0.073 | −0.021 | −0.9 | −10450.0 | 1.021 | −2.1 |
Passive Aggressive Regressor | 0.086 | −0.485 | −20.0 | −242550.0 | 1.485 | −48.5 |
sin+cos semiannual function | 0.095 | 0.000 | −32.7 | 0.0 | 1.000 | 0.0 |