title: Controlling the threshold in Logistic Regression in Scikit Learn
body: <p>I am using the  <code>LogisticRegression()</code> method in <code>scikit-learn</code> on a highly unbalanced data set. I have even turned the <code>class_weight</code> feature to <code>auto</code>.</p>
  
  <p>I know that in Logistic Regression it should be possible to know what is the threshold value for a particular pair of classes. </p>
  
  <p>Is it possible to know what the threshold value is in each of the One-vs-All classes the <code>LogisticRegression()</code> method designs?</p>
  
  <p>I did not find anything in the documentation page.</p>
  
  <p>Does it by default apply the <code>0.5</code> value as threshold for all the classes regardless of the parameter values?</p>