mean (whole dataset) 1713.7427037
std (whole dataset) 1082.71436419

Coefficient of determination on training set: 0.998891590121
Average coefficient of determination using 2-fold crossvalidation: 0.988970576187
oob_score :  0.991159257778

TRAIN - Evaluation

mean of train set 1715.27367884
mean_squared_error 1309.10693306
mean_absolute_error 13.291585397
median_absolute_error 4.64

TEST - Evaluation

mean of test set 1705.07049892
mean_squared_error 6304.20435691
mean_absolute_error 28.4441070137
median_absolute_error 9.62

n_estimators=50,
bootstrap=True,
criterion='mse',
warm_start=False,
min_samples_leaf=1,
oob_score=True,
random_state=33