get_data_specs: Fetches feature information from a given data set
In shapr: Prediction Explanation with Dependence-Aware Shapley Values
get_data_specs R Documentation
Fetches feature information from a given data set
Description
Fetches feature information from a given data set
Usage
get_data_specs(x)
Arguments
x
data.frame or data.table.
The data to extract feature information from.
Details
This function is used to extract the feature information to be checked against the corresponding
information extracted from the model and other data sets.
The function is only called internally
Value
A list with the following elements:
- labels
character vector with the feature names to compute Shapley values for
- classes
a named character vector with the labels as names and the class types as elements
- factor_levels
a named list with the labels as names and character vectors with the factor levels as elements
(NULL if the feature is not a factor)
Author(s)
Martin Jullum
shapr documentation built on April 4, 2025, 12:18 a.m.
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| get_data_specs | R Documentation |
Fetches feature information from a given data set
Description
Fetches feature information from a given data set
Usage
get_data_specs(x)
Arguments
x |
data.frame or data.table. The data to extract feature information from. |
Details
This function is used to extract the feature information to be checked against the corresponding information extracted from the model and other data sets. The function is only called internally
Value
A list with the following elements:
- labels
character vector with the feature names to compute Shapley values for
- classes
a named character vector with the labels as names and the class types as elements
- factor_levels
a named list with the labels as names and character vectors with the factor levels as elements (NULL if the feature is not a factor)
Author(s)
Martin Jullum
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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