An Ensemble Learning Based Framework for Traditional Chinese Medicine Data Analysis with ICD-10 Labels

Algorithm 1

Adaboost.

Require:

   : The size of ensemble : The training data set

Ensure:

   : The weight vector for ensemble

(1) Define a uniform distribution on all samples in

(2) for   to   do

(3)  train with a

(4)  Calculate

(5)  if    then

(6)  break

(7)  end if

(8)  Set

(9)  Update

(10)  for   to   do

(11)   

(12)  end for

(13) end for

(14) return