R Package for staircase style stacking of Random Forest Models.
This package aims to provide a simple, effective, method for building Random Forest (RF) models on heterogeneous data types, that is databases where features are missing for a large number of samples. Most notably we focus on data in the following form:
Samples| A |
" | B | C |
Features
This sort of "staircase" structure to data can be stacked in three ways:
[1] Horizontal (H) stacking -
[2] Vertical (V) stacking -
[3] L shapes (L) stacking -