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dvj4 commited on
Commit
edfa47a
·
1 Parent(s): 1cf5d5c

Update app.py

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Files changed (1) hide show
  1. app.py +3 -4
app.py CHANGED
@@ -37,8 +37,7 @@ input_df = pd.DataFrame({
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  })
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  prediction = model.predict(input_df)
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  st.write(f"The estimated house price range is ${prediction[0]:,.2f}")
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- explainer = shap.Explainer(model)
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  shap_values = explainer(X_test)
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- shap.summary_plot(shap_values, X_test)
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-
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- shap_interaction_values = explainer.interaction_plot(X_test)
 
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  })
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  prediction = model.predict(input_df)
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  st.write(f"The estimated house price range is ${prediction[0]:,.2f}")
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+ eexplainer = shap.Explainer(model, X_train)
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  shap_values = explainer(X_test)
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+ shap.summary_plot(shap_values, X_test, plot_type="bar", show=False)
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+ st.pyplot(bbox_inches='tight')