Programs

This area will allow you download my latest packages written as jar files:

• confidenceMachine Programs implementing the Confidence Machine learning framework.
• probabilityMachine Programs implementing the Venn Probability Machine (VPM) and Defensive Forecasting learning frameworks.
• evaluationMethods Programs used to assess the performance of learning algorithms, the main focus of my research has been the implementation of the Empirical Reliability Curve (ERC) for assessing the reliability of learning algorithms. I have also implemented programs to generate Reciever Operator Charachteristic (ROC) curves, as well as various loss functions. I have also written methods for testing classifiers in the online learning setting (where training data is added continually).
• coreComponents Various useful tools for generating tables of results (in Latex format) as well as useful tools for manipulating data.
  

You can also view a comprehensive documentation of my programs generated using the javadoc tool.

I have also developed a simpler introduction to using my programs.