Mercurial > repos > goeckslab > pycaret_compare

diff pycaret_regression.py @ 3:02f7746e7772 draft default tip

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planemo upload for repository https://github.com/goeckslab/Galaxy-Pycaret commit ff6d674ecc83db933153b797ef4dbde17f07b10e
author goeckslab
date Wed, 01 Jan 2025 03:19:40 +0000
parents 915447b14520
children
line wrap: on
line diff
--- a/pycaret_regression.py	Sat Dec 14 23:18:02 2024 +0000
+++ b/pycaret_regression.py	Wed Jan 01 03:19:40 2025 +0000
@@ -59,9 +59,14 @@
         X_test = self.exp.X_test_transformed.copy()
         y_test = self.exp.y_test_transformed
 
-        explainer = RegressionExplainer(self.best_model, X_test, y_test)
-        self.expaliner = explainer
-        plots_explainer_html = ""
+        try:
+            explainer = RegressionExplainer(self.best_model, X_test, y_test)
+            self.expaliner = explainer
+            plots_explainer_html = ""
+        except Exception as e:
+            LOG.error(f"Error creating explainer: {e}")
+            self.plots_explainer_html = None
+            return
 
         try:
             fig_importance = explainer.plot_importances()