Model Agnostic Explainers for Individual Predictions
Extract betas values of a model for specific observations
Model Agnostic Experimental Approach to Break Down Plots with Interact...
Model Agnostic Approach to Breaking Down of Model Predictions
Breaking Down of Model Predictions for glm models
Breaking Down of Model Predictions for lm models
Generic Function for Breaking Down of Model Predictions
Break Down Plot
Break Down Print
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.