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CircularValidation doesnt work with an estimator using SelectTarget
By using SelectTarget
, the estimator only sees the target samples/labels/domains.
However to compute the CircularValidation
we need to train the estimator on the source THEN the target samples.
Thus ValueError: Found array with 0 sample(s) (shape=(0, 2)) while a minimum of 1 is required.
appears during the scoring of the method.
Solution: Return the default scorer instead ?