capability__missing_values#
- capability__missing_values()[source]#
Capability: the estimator can handle missing data, e.g,, NaNs.
String name:
"capability:missing_values"
Public capability tag
Values: boolean,
True
/False
Example:
True
Default:
False
Alias:
handles-missing-data
(forecasters, transformations)
If the tag is
True
, the estimator can handle missing data, e.g., NaNs in input data.This applies to main and secondary input data where applicable, e.g.,
X
infit
of transformations and classifieres, ory
in forecasters, but not to target labels in the case of labelling of entire time series, such as in classification or regression.If the tag is
False
, the estimator cannot handle missing data, and will raise an error if missing data is encountered.