seldonian.models.objectives.Mean_Error¶
- Mean_Error(model, theta, X, Y, **kwargs)¶
Calculate mean error (y_hat-y) over the whole sample
- Parameters:
model – SeldonianModel instance
theta (numpy ndarray) – The parameter weights
X (numpy ndarray) – The features
Y (numpy ndarray) – The labels
- Returns:
Sample mean error
- Return type:
float