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