Thomas Abeel

The Java Machine Learning Library 0.0.14 is available for download , with new documentation.

This release is a major upgrade from the previous version. Many optimizations and tweaks have been made to the core of the library. We have updated many of the existing algorithms with more documentation and a more logical structure.

We have also implemented numerous new algorithsm for measuring distances and correlations, filtering datasets, feature selection and classification.

New feature selection algorithms:
* Gain Ratio
* Symmetrical Uncertainty
* Random Forest features evaluation
* RELIEF
* Recursive feature elimination with support vector machines
* Meta feature selection algorithms for ensemble feature selection

New classification algorithms:
* LibSVM support vector machines
* K nearest neighbors
* Random Forest
* Random tree

New correlation and distance measures:
* Spearman rank correlation
* Tanimoto distance