Knowledge-Based Support Vector Machine Classifiers

This a Python and MATLAB implementation of the paper Knowledge-Based Support Vector Machine Classifiers by [Mangasarian et al.]

Author of the code: Torsha Majumder

Data set: Diabetes (Classification)
Knowledge-Base: Glucose and BMI level
Total number of advice sets: 3
Solver used in Python: GLPK
Solver used in MATLAB: sedumi

*** This repository has 2 files containing the python and matlab code along with the diabetes data set.