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fix selection of best categories bucketers.py #116

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fix selection of best categories bucketers.py #116

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2 changes: 1 addition & 1 deletion skorecard/bucketers/bucketers.py
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Original file line number Diff line number Diff line change
Expand Up @@ -811,7 +811,7 @@ def _get_feature_splits(self, feature, X, y, X_unfiltered=None):
normalized_counts = X_y[feature].value_counts(normalize=True)

# Limit number of categories if set.
normalized_counts = normalized_counts[: self.max_n_categories]
normalized_counts = normalized_counts[-self.max_n_categories:]
# Remove less frequent categories
normalized_counts = normalized_counts[normalized_counts >= self.tol]

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