Algorithm RMSE Training time [s]
Linear regression 12.7836 0.9361 0.38
Random forest 9.6330 0.9670 59.94
Extra trees 9.2411 0.9698 7.75
AdaBoost 10.1047 0.9636 37.85
Gradient boosting 9.0973 0.9700 275.08
AdaBoost + Extra trees 9.0849 0.9703 110.99