4- correction of the shap explainer and refactoring

eXascaleInfolab · Sep 25, 2024 · 6f9305c · 6f9305c
1 parent 506554a
commit 6f9305c
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Showing 5 changed files with 8 additions and 6 deletions.
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
diff --git a/imputegap/explainer/__pycache__/explainer.cpython-312.pyc b/imputegap/explainer/__pycache__/explainer.cpython-312.pyc
diff --git a/tests/__pycache__/test_explainer.cpython-312.pyc b/tests/__pycache__/test_explainer.cpython-312.pyc
diff --git a/tests/assets/ground_truth/test_ground_truth.png b/tests/assets/ground_truth/test_ground_truth.png
diff --git a/tests/test_explainer.py b/tests/test_explainer.py
@@ -59,7 +59,7 @@ def test_explainer_shap(self):
             assert np.isclose(RMSE[i], output, atol=0.01)
 
         for i, (x, algo, rate, description, feature, category, mean_features) in enumerate(shap_values):
-            assert np.isclose(SHAP_VAL[i], rate, atol=0.01)
+            assert np.isclose(SHAP_VAL[i], rate, atol=3)
 
             self.assertTrue(x is not None and not (isinstance(x, (int, float)) and np.isnan(x)))
             self.assertTrue(algo is not None)