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Update app.py
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app.py
CHANGED
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@@ -25,7 +25,7 @@ def main_func(EAL_SCORE,SOVI_SCORE,RESL_SCORE,DROUGHT_RISKS,EARTHQUAKE_RISKS,HUR
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prob = loaded_model.predict_proba(new_row)
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# compute SHAP values
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explainer = shap.TreeExplainer(
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shap_values = explainer.shap_values(new_row,check_additivity=False)
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# plot = shap.summary_plot(shap_values, new_row.values, plot_type="bar", class_names= class_names, feature_names = new_row.columns)
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plot = shap.summary_plot(shap_values[1], new_row.values, feature_names = new_row.columns)
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prob = loaded_model.predict_proba(new_row)
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# compute SHAP values
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explainer = shap.TreeExplainer(loaded_model)
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shap_values = explainer.shap_values(new_row,check_additivity=False)
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# plot = shap.summary_plot(shap_values, new_row.values, plot_type="bar", class_names= class_names, feature_names = new_row.columns)
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plot = shap.summary_plot(shap_values[1], new_row.values, feature_names = new_row.columns)
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