Loss functions for classification: Difference between revisions

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</math> is known as the ''conditional risk.''
 
One can solve for the minimizer of <math>I[f]</math> by taking the functional derivative of the last equality with respect to <math>f</math> and setting the derivative equal to 0. This will result toin the following equation
 
<math>