Generates explanations for classification and regression models and visualizes them.
Explanations are generated for individual predictions as well as for models as a whole. Two explanation methods
are included, EXPLAIN and IME. The EXPLAIN method is fast but might miss explanations expressed redundantly
in the model. The IME method is slower as it samples from all feature subsets.
For the EXPLAIN method see Robnik-Sikonja and Kononenko (2008)
|Date of publication||2017-11-22 22:02:53 UTC|
|Maintainer||Marko Robnik-Sikonja <[email protected]>|
|Package repository||View on CRAN|
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