diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2c2195d..eda8970 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,12 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [1.0.5.3] - 2024-11-29
+
+### HotFix
+
+- Remove debug logs in DeTriTraining.
+
 ## [1.0.5.2] - 2024-05-27
 
 ### HotFix
diff --git a/src/sslearn/__init__.py b/src/sslearn/__init__.py
index 0c69d46..fb5fbcc 100644
--- a/src/sslearn/__init__.py
+++ b/src/sslearn/__init__.py
@@ -11,7 +11,7 @@
 
 __doc__ = __doc__ + "\n.. include:: ../../docs/examples.md\n" 
 
-__version__='1.0.5.2'
+__version__='1.0.5.3'
 __AUTHOR__="José Luis Garrido-Labrador"  # Author of the package
 __AUTHOR_EMAIL__="jlgarrido@ubu.es"  # Author's email
 __URL__="https://pypi.org/project/sslearn/"
diff --git a/src/sslearn/wrapper/_tritraining.py b/src/sslearn/wrapper/_tritraining.py
index f34bf58..cc3a262 100644
--- a/src/sslearn/wrapper/_tritraining.py
+++ b/src/sslearn/wrapper/_tritraining.py
@@ -631,7 +631,6 @@ def _depure(self, S):
         init = time.time()
         knn = KNeighborsClassifier(n_neighbors=self.k_neighbors, n_jobs=self.n_jobs)
         valid = knn.fit(*S).predict(S[0]) == S[1]
-        #print(f"Depure time: {time.time() - init}")
         return S[0][valid], S[1][valid]
 
     def _clustering(self, S, X):