mertkarabacak commited on
Commit
2ec1d6c
1 Parent(s): 2120987

Upload app.py

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Files changed (1) hide show
  1. app.py +3 -1
app.py CHANGED
@@ -195,13 +195,15 @@ def y1_interpret_xgb(*args):
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  shap_values = y1_explainer_xgb.shap_values(xgb.DMatrix(df, enable_categorical=True))
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  fig_y1 = shap.bar_plot(shap_values[0], max_display = 10, show = False, feature_names = f_names)
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  fig_y1 = plt.gcf()
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- ax_y1 = plt.gca()
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  fig_y1.set_figheight(6)
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  fig_y1.set_figwidth(6)
 
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  plt.xlabel("SHAP value (impact on model output)", fontsize =12, fontweight = 'heavy', labelpad = 8)
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  plt.tick_params(axis="y",direction="out", labelsize = 12)
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  plt.tick_params(axis="x",direction="out", labelsize = 12)
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  plt.tight_layout()
 
 
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  return fig_y1
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  def y1_interpret_lgb(*args):
 
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  shap_values = y1_explainer_xgb.shap_values(xgb.DMatrix(df, enable_categorical=True))
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  fig_y1 = shap.bar_plot(shap_values[0], max_display = 10, show = False, feature_names = f_names)
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  fig_y1 = plt.gcf()
 
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  fig_y1.set_figheight(6)
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  fig_y1.set_figwidth(6)
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+ ax_y1 = plt.gca()
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  plt.xlabel("SHAP value (impact on model output)", fontsize =12, fontweight = 'heavy', labelpad = 8)
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  plt.tick_params(axis="y",direction="out", labelsize = 12)
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  plt.tick_params(axis="x",direction="out", labelsize = 12)
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  plt.tight_layout()
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+ wrap_labels(ax_y1, 30)
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+ ax_y1.figure
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  return fig_y1
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  def y1_interpret_lgb(*args):