Mercurial > repos > goeckslab > pycaret_predict
comparison dashboard.py @ 10:e2a6fed32d54 draft default tip
planemo upload for repository https://github.com/goeckslab/gleam commit 47a5977e074223e92e216efa42969a4056516707
| author | goeckslab |
|---|---|
| date | Fri, 01 Aug 2025 14:02:26 +0000 |
| parents | 1f20fe57fdee |
| children |
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| 9:c6c1f8777aae | 10:e2a6fed32d54 |
|---|---|
| 74 LOG.info(X_test_df) | 74 LOG.info(X_test_df) |
| 75 X_test_df.columns = [ | 75 X_test_df.columns = [ |
| 76 col.replace(".", "__").replace("{", "__").replace("}", "__") | 76 col.replace(".", "__").replace("{", "__").replace("}", "__") |
| 77 for col in X_test_df.columns | 77 for col in X_test_df.columns |
| 78 ] | 78 ] |
| 79 | |
| 80 explainer = ClassifierExplainer( | 79 explainer = ClassifierExplainer( |
| 81 estimator, X_test_df, exp.y_test_transformed, labels=labels_, **kwargs | 80 estimator, X_test_df, exp.y_test_transformed, labels=labels_, **kwargs |
| 82 ) | 81 ) |
| 83 return ExplainerDashboard( | 82 return ExplainerDashboard( |
| 84 explainer, mode=display_format, | 83 explainer, mode=display_format, |
| 151 ] | 150 ] |
| 152 explainer = RegressionExplainer( | 151 explainer = RegressionExplainer( |
| 153 estimator, X_test_df, exp.y_test_transformed, **kwargs | 152 estimator, X_test_df, exp.y_test_transformed, **kwargs |
| 154 ) | 153 ) |
| 155 return ExplainerDashboard( | 154 return ExplainerDashboard( |
| 156 explainer, mode=display_format, contributions=False, | 155 explainer, |
| 157 whatif=False, shap_interaction=False, decision_trees=False, | 156 mode=display_format, |
| 158 **dashboard_kwargs | 157 contributions=False, |
| 158 whatif=False, | |
| 159 shap_interaction=False, | |
| 160 decision_trees=False, | |
| 161 **dashboard_kwargs, | |
| 159 ) | 162 ) |