`treeshap`

object produced by `treeshap`

function.

List consisting of four elements:

- shaps
A

`data.frame`

with M columns, X rows (M - number of features, X - number of explained observations). Every row corresponds to SHAP values for a observation.- interactions
An

`array`

with dimensions (M, M, X) (M - number of features, X - number of explained observations). Every`[, , i]`

slice is a symmetric matrix - SHAP Interaction values for a observation.`[a, b, i]`

element is SHAP Interaction value of features`a`

and`b`

for observation`i`

. Is`NULL`

if interactions where not calculated (parameter`interactions`

set`FALSE`

.)- unified_model
An object of type

`model_unified.object`

. Unified representation of a model for which SHAP values were calculated. It is used by some of the plotting functions.- observations
Explained dataset.

`data.frame`

or`matrix`

. It is used by some of the plotting functions.