Regression trees for interval censored output data
Drouin, A., Hocking, T. D. & Laviolette, F. (2017). Maximum Margin Interval Trees. Under review.
The source code of the mmit Python package is located in the mmit sub-directory, and can be installed via the following command.
python setup.py install
The package includes a scikit-learn style class to learn Maximum Margin Interval Trees.
The source code of the mmit R package is located in the
Rpackage sub-directory, and can be installed via the following R
commands.
if(!require(devtools))install.package("devtools")
devtools::install_github("aldro61/mmit/Rpackage")
The package currently provides an interface for the dynamic programming algorithm used to train Maximum Margin Interval Trees. Support for learning trees in R will be implemented in the near future.