Coronary Artery Disease Detection Using a Fuzzy-Boosting PSO Approach

Pseudocode 1

The pseudocode of En-PSO2 approach.

While  ∑_{foralltraininginstances}𝑤𝑒𝑖𝑔ℎ𝑡(𝑖𝑛𝑠𝑡𝑎𝑛𝑐𝑒)>𝑘{

  (1) Run the PSO algorithm

  (2) For each rule exist in best solution in PSO algorithm do {

      Reweight (instances) according to new rule has acquired by PSO algorithm:

      (a) Calculate the error ER_RT of the current Fuzzy Rule according to (14).

      (b) Calculate factor 𝛼^𝑘 according to (16).

      (c) For each of training instances in heart data set calculate new weight

      (d) 𝑤_𝑘(𝑇+1) according to (15).

      }// end of For

}// end of while loop