/neural-networks-classification

University project: Neural networks for classification problem

Primary LanguageJavaScript

Dynamic Multilayer Perceptron 3 Algorithm

How to install:

  1. Install node.js (http://www.nodejs.org)
  2. Run in project directory:
npm install

How to run:

node app/[FILENAME] -i PROBLEM_ITERATIONS -j DMP3_ATTR_ITERATIONS -k BACKPROPAGATION_ITERATIONS

Examples:

Overall problem iterations: 10

Information gain iterations: 1

Backpropagation iterations: 1

[BCW] Breast Cancer Wisconsin:

node app/breast-cancer-wisconsin-test.js  -i 10 -j 1 -k 10

[BC] Breast Cancer:

node app/breast-cancer-test.js  -i 10 -j 1 -k 10

[SH] Heart Statlog:

node app/heart-test.js  -i 10 -j 1 -k 10