# News for Package 'diversityForest'

## Version 0.6.0

* The algorithm for calculating the class-focused (formerly 'multi-class') VIM and the discriminatory VIM has been substantially revised.

## Version 0.5.0

* Multi forests (diversity forest variant tailored for multi-class outcomes) added together with the multi-class and the discriminatory VIM
* Plot functions for examining the shapes of the influences of the variables with the largest multi-class VIM values 

## Version 0.4.0

* Improved documentation
* Add categprob to plotPair()
* Switch to C++14 standard

## Version 0.3.0

* Interaction forests added for categorical, metric, and survival outcomes
* Plot functions for visualizing interaction effects of covariate pairs through their (estimated) simultaneous influence on the outcome

## Version 0.2.0

* Diversity forests using univariable, binary splitting for categorical, metric, and survival outcomes (previously only classification was possible)
* Bug fixes
