capability__train_estimate#
- capability__train_estimate()[source]#
Capability: the algorithm can estimate its performance on the training set.
String name:
"capability:train_estimate"
Public capability tag
Values: boolean,
True
/False
Example:
True
Default:
False
If the tag is
True
, the estimator can estimate its performance on the training set.More precisely, this tag describes algorithms that, when calling
fit
, produce and store an estimate of their own statistical performance, e.g., via out-of-bag estimates, or cross-validation.Training performance estimates are queryable by the fitted parameter interface via
get_fitted_params
, after callingfit
of the respective estimator.If the tag is
False
, the estimator does not produce training performance estimates. The methodget_fitted_params
can be called, but the list of fitted parameters will not contain training performance estimates.