Tools for Healthcare Machine Learning

A machine learning toolbox tailored to healthcare data. Aids in data cleaning, model development, hyperparameter tuning, and model deployment in a production SQL environment. Algorithms currently supported are Lasso, Random Forest, and Linear Mixed Model.


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Reference manual

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install.packages("healthcareai")

0.1.12 by Levi Thatcher, 22 days ago


http://healthcareai-r.readthedocs.io


Report a bug at https://github.com/HealthCatalystSLC/healthcareai-r/issues


Browse source code at https://github.com/cran/healthcareai


Authors: Levi Thatcher [aut, cre], Mike Mastanduno [aut], Taylor Miller [aut], Taylor Larsen [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports caret, data.table, DBI, doParallel, e1071, grpreg, lme4, odbc, pROC, R6, ranger, ROCR, RODBC, RSQLite

Suggests testthat


See at CRAN