Compute SHAP values for your tree-based models using the TreeSHAP algorithm
This is a third CRAN release of the package (after being archived).
lightgbm.unify
.This is a second CRAN release of the package.
ranger_surv.unify
operation for predictions in form of survival and cumulative hazard functions.model_unified_multioutput
and treeshap_multioutput
classes for multi-output models and their explanations.ranger_surv.unify
.This is a first CRAN release of the package.
catboost.unify
function (as the catboost
package is not on CRAN); it is available on a separate branch
randomForest.unify
for classifiers (#12, #23)unify
function (#18)unify
or treeshap
functions contain variables that are not used by the model (#14)ranger
(#22, #26)