Merge pull request #23 from IBM/dev

Fix

Author: DrJStrudwick

CHANGELOG.md

@@ -18,6 +18,12 @@
 
 Change log for the codebase. Initialised from the developments following version `V0.11.3`
 
+## [v1.1.1] - 2025-03-04
+
+### Fixed
+
+- Bug fixed: type issue in feature selection
+
 ## [V1.1.0] - 2025-01-30
 
 ### Added
@@ -168,6 +174,7 @@ Change log for the codebase. Initialised from the developments following version
 - Detect secrets added
 - Upgraded python base image from `3.9.14` to `3.9.18` for additional security fixes
 
+[V1.1.1]: https://github.com/IBM/AutoXAI4Omics/releases/tag/V1.1.1
 [V1.1.0]: https://github.com/IBM/AutoXAI4Omics/releases/tag/V1.1.0
 [V1.0.1]: https://github.com/IBM/AutoXAI4Omics/releases/tag/V1.0.1
 [V1.0.0]: https://github.com/IBM/AutoXAI4Omics/releases/tag/V1.0.0

_version.py

@@ -13,4 +13,4 @@
 # limitations under the License.
 
 # current version of the tool
-__version__ = "1.1.0"
+__version__ = "1.1.1"

src/utils/ml/feature_selection.py

@@ -291,8 +291,10 @@ def feat_selection(
     union = Pipeline([("variance", VT), ("featureSeletor", SKB)])
 
     # fetch the name of remaining features after the FS pipeline
-    feature_names_out = features_names[VT.get_support(indices=True)][
-        SKB.get_support(indices=True)
-    ]
+    ind = VT.get_support(indices=True).tolist()
+    feature_names_out = [features_names[x] for x in ind]
+
+    ind2 = SKB.get_support(indices=True).tolist()
+    feature_names_out = [feature_names_out[x] for x in ind2]
 
     return x_trans, feature_names_out, union