Update app.py
Browse files
app.py
CHANGED
@@ -122,10 +122,7 @@ def main_func(HighBP, HighChol, CholCheck, BMI, Smoker, Stroke, HeartDiseaseorAt
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prob = loaded_model.predict_proba(new_row)
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shap_values = explainer(new_row)
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# plot = shap.force_plot(shap_values[0], matplotlib=True, figsize=(30,30), show=False)
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# plot = shap.plots.waterfall(shap_values[0], max_display=6, show=False)
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plot = shap.plots.bar(shap_values[0], max_display=6, order=shap.Explanation.abs, show_data='auto', show=False)
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plt.tight_layout()
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local_plot = plt.gcf()
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plt.close()
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prob = loaded_model.predict_proba(new_row)
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shap_values = explainer(new_row)
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plot = shap.plots.bar(shap_values[0], max_display=6, order=shap.Explanation.abs, show_data='auto', show=False)
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plt.tight_layout()
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local_plot = plt.gcf()
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plt.close()
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