title: What is the inverse of regularization strength in Logistic Regression? How should it affect my code?
body: <p>I am using <a href="http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html" rel="noreferrer"><code>sklearn.linear_model.LogisticRegression</code></a> in <code>scikit learn</code> to run a Logistic Regression.</p>
  
  <pre><code>C : float, optional (default=1.0) Inverse of regularization strength;
      must be a positive float. Like in support vector machines, smaller
      values specify stronger regularization.
  </code></pre>
  
  <p>What does <code>C</code> mean here in simple terms please? What is regularization strength?</p>