From 66ad7295dfe9e250df6c516789a359bdea4150eb Mon Sep 17 00:00:00 2001
From: Alejandro Moreo <alejandro.moreo@isti.cnr.it>
Date: Wed, 8 Nov 2023 18:11:45 +0100
Subject: [PATCH] fix in DistributionMatchingX

---
 quapy/method/non_aggregative.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/quapy/method/non_aggregative.py b/quapy/method/non_aggregative.py
index 2f19b9e..8768c92 100644
--- a/quapy/method/non_aggregative.py
+++ b/quapy/method/non_aggregative.py
@@ -137,8 +137,9 @@ class DistributionMatchingX(BaseQuantifier):
     def __get_distributions(self, X):
         histograms = []
         for feat_idx in range(self.nfeats):
-            hist = np.histogram(X[:, feat_idx], bins=self.nbins, density=True, range=self.feat_ranges[feat_idx])[0]
-            histograms.append(hist)
+            hist = np.histogram(X[:, feat_idx], bins=self.nbins, range=self.feat_ranges[feat_idx])[0]
+            normhist = hist / hist.sum()
+            histograms.append(normhist)
 
         distributions = np.vstack(histograms)
         if self.cdf: