This is the implementation of Hard Margin SVM (Hard Margin Support Vector Machine).

• Class: 2
• Problem: Linearly Separable
• Decision Boundary: Hyperplane

Please build the source file according to the procedure.

$ mkdir build
$ cd build
$ cmake ..
$ make
$ cd ..

The following hierarchical relationships are recommended.

The following is an example for Toy Dataset.

Please set the shell for executable file.

$ vi scripts/toy.sh

If you want to view specific examples of command line arguments, please view "src/main.cpp" or add "--help" to the argument.

#!/bin/bash

DATA='toy'

./HardMargin-SVM \
    --dataset ${DATA} \
    --nd 2 \
    --lr 0.0001

Please execute the following to start the program.

$ sh scripts/toy.sh