model_checker: Check that the type of model is supported by the native...

In NorskRegnesentral/shapr: Prediction Explanation with Dependence-Aware Shapley Values

Check that the type of model is supported by the native implementation of the model class

Description

The function checks whether the model given by x is supported. If x is not a supported model the function will return an error message, otherwise it return NULL (meaning all types of models with this class is supported)

Usage

model_checker(x)

## Default S3 method:
model_checker(x)

## S3 method for class 'ar'
model_checker(x)

## S3 method for class 'Arima'
model_checker(x)

## S3 method for class 'forecast_ARIMA'
model_checker(x)

## S3 method for class 'glm'
model_checker(x)

## S3 method for class 'lm'
model_checker(x)

## S3 method for class 'gam'
model_checker(x)

## S3 method for class 'ranger'
model_checker(x)

## S3 method for class 'workflow'
model_checker(x)

## S3 method for class 'xgb.Booster'
model_checker(x)

Arguments

x	Model object for the model to be explained.

Value

Error or NULL

See Also

See predict_model() for more information about what type of models shapr currently support.

NorskRegnesentral/shapr documentation built on April 19, 2024, 1:19 p.m.