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breakDown (version 0.1.6)
Model Agnostic Explainers for Individual Predictions
Description
Model agnostic tool for decomposition of predictions from black boxes.
Break Down Table shows contributions of every variable to a final prediction.
Break Down Plot presents variable contributions in a concise graphical way.
This package work for binary classifiers and general regression models.