ComparisonReport.create_estimator_report

ComparisonReport.create_estimator_report(*, name, X_test=None, y_test=None)

Create an estimator report from one of the reports in the comparison.

This method creates a new EstimatorReport with the same estimator and the same data as the chosen report. It is useful to evaluate and deploy a model that was deemed optimal during the comparison. Provide a held out test set to properly evaluate the performance of the model.

Parameters:

namestr

The name of the estimator to create a report for.

X_test{array-like, sparse matrix} of shape (n_samples, n_features) or None

Testing data. It should have the same structure as the training data.

y_testarray-like of shape (n_samples,) or (n_samples, n_outputs) or None

Testing target.

Returns:

reportEstimatorReport

The estimator report.