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@@ -9,11 +9,12 @@ Authors@R: c( | |
email = "[email protected]") | ||
) | ||
Maintainer: Mateusz Staniak <[email protected]> | ||
Description: This package helps to understand key factors that drive the | ||
Description: Interpretability of complex machine learning models is a growing concern. | ||
This package helps to understand key factors that drive the | ||
decision made by complicated predictive model (so called black box model). | ||
This is achieved through local approximations that are either based on | ||
additive regression like model or CART like model that allows for | ||
higher interactions. | ||
higher interactions. The methodology is based on Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>. | ||
URL: https://github.com/MI2DataLab/live | ||
BugReports: https://github.com/MI2DataLab/live/issues | ||
License: MIT + file LICENSE | ||
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