Auxiliary Medical Decision System for Prostate Cancer Based on Ensemble Method

Algorithm 1

Input:

Training set

Primary classifier

Output:

Second learning algorithm

/

is the input vector.

is the weight vector, and each element represents the corresponding weight in ; is the transpose of .

is the bias vector.

is the output EM value.

/

Begin

for in do

 for in do

  ; is a four-dimensional vector.

 end for

 ; map function converts the class label into a numerical value.

 ;

end for

use to train ;

output ;

End