Model Output

Decision tree :
    Mean:  4.207225187158817
    Standard deviation:  0.8745567547159991

linear Regression :
    Mean:  5.030437102767307
    Standard deviation:  1.0607661158294834

Random forest regressor:
    Mean:  3.3009631251857217
    Standard deviation:  0.7076841067486248