Metrics - noypeban/noypeban.github.io GitHub Wiki
Mean absolute error
- Mean absolute error regression loss
- range: 0 to 1
- best: 0
from sklearn.metrics import mean_absolute_error
mean_absolute_error(y_true, y_pred)
RMSE
- Root Mean Absolute Error Regression Loss
- range: 0 to 1
- best: 0
from sklearn.metrics import mean_squared_error
import numpy as np
np.sqrt(mean_squared_error(y_true, y_pred))