Implemenation detailsΒΆ
In line with the overraching goals of neuropredict, the following choices were made:
- cross-validation scheme (central to performance estimation) has been chosen to be repeated hold-out (referred to as ShuffleSplit in scikit-learn). As you may be aware, choice of CV scheme makes a difference, and this is a good choice among available options. RepeatedKFold is also possible, at the expense slightly more awkward implementation
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