tabensemb.model.AbstractModel._default_metric_sklearn#
method
- AbstractModel._default_metric_sklearn(y_true, y_pred)[source]#
Calculate MSE loss for regression tasks and log loss for classification tasks using sklearn APIs.
- Parameters:
- y_true
Ground truth values.
- y_pred
Predicted values.
- Returns:
- str
“mse” for regression tasks and “log_loss” for classification tasks.
- float
MSE loss for regression tasks and log loss for classification tasks