Machine learning classifier working visually

  Posted Monday, February 5th, 2018 • University Coursework

Visualising machine learning

As part of a biologically-inspired computing module at university, I wrote a program to visualise two popular machine learning methods of data classification.

Resources

Using some Java libraries (Jenetics, Swing), I took a dataset and implemented both a genetic algorithm and a neural network. I gained experience creating fitness functions, choosing appropriate algorithms to suit specific problems, tuning  models to classify data, using tools to visualise the data, and finally produce reports.

Performance of two algorithms compared

From the report