R: forestFloor: visualize the random forest model structure

forestFloor-package {forestFloor} | R Documentation

## forestFloor: visualize the random forest model structure

### Description

forestFloor visualizes randomForests models(RF). Package enables users to understand a non-linear, regression problem or a binary classification problem through RF. Any model can be separated into a series of main effect and interactions with the concept of feature contributions.

### Details

Package: | forestFloor
Type: | Package
Version: | 1.9
Date: | 2015-12-25
License: | GPL-2

### Author(s)

Soren Havelund Welling

### References

Interpretation of QSAR Models Based on Random Forest Methods, http://dx.doi.org/10.1002/minf.201000173
Interpreting random forest classification models using a feature contribution method, http://arxiv.org/abs/1312.1121

[Package forestFloor version 1.11.1 Index]