/svmexample

Support Vector Machine example using Gurobi

Primary LanguageHTML

SVM Example

An example of using Gurobi to compute a support vector machine

Running the example

  1. Start Python's webserver from the command line

    make

  2. Point your browser at http://localhost:8000

  3. Add points of different types (red and green).

  4. Click "Compute Classificiation" to solve the SVM optimization problem.

Performing an optimization

To just solve the model (without running a web server) do:

make test

Sources

The idea for this example was based on the libSVM page and the model definied in pg. 423 of Convex Optimization Stephen Boyd and Lieven Vandenberghe