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Update _binning.py #12

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Update _binning.py #12

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2 changes: 1 addition & 1 deletion xverse/transformer/_binning.py
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Original file line number Diff line number Diff line change
Expand Up @@ -157,7 +157,7 @@ def train(self, X, y):
ser, bins = pd.qcut(X, max_bins, retbins=True)
bins_X = pd.DataFrame({"X": X, "Y": y, "Bins": ser})
bins_X_grouped = bins_X.groupby('Bins', as_index=True)
r, p = stats.spearmanr(bins_X_grouped.mean().X, bins_X_grouped.mean().y) #spearman operation
r, p = stats.spearmanr(bins_X_grouped.mean().X, bins_X_grouped.mean().Y) #spearman operation
max_bins = max_bins - 1
except Exception as e:
max_bins = max_bins - 1
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