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Align with scikit-learn’s SelectorMixin API #145

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Align with scikit-learn’s SelectorMixin API #145

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10 changes: 8 additions & 2 deletions boruta/boruta_py.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,11 +12,13 @@
import numpy as np
import scipy as sp
from sklearn.utils import check_random_state, check_X_y
from sklearn.base import TransformerMixin, BaseEstimator
from sklearn.base import BaseEstimator
from sklearn.feature_selection import SelectorMixin
from sklearn.utils.validation import check_is_fitted
import warnings


class BorutaPy(BaseEstimator, TransformerMixin):
class BorutaPy(BaseEstimator, SelectorMixin):
"""
Improved Python implementation of the Boruta R package.

Expand Down Expand Up @@ -452,6 +454,10 @@ def _transform(self, X, weak=False, return_df=False):
X = X[:, indices]
return X

def _get_support_mask(self):
check_is_fitted(self, 'support_')
return self.support_

def _get_tree_num(self, n_feat):
depth = None
try:
Expand Down