run_abc_analysis: Performs item categorization
In flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data
View source: R/fml_categorize.R
run_abc_analysis R Documentation
Performs item categorization
Description
Performs item categorization on permutation or shap analysis object
Usage
run_abc_analysis(data_obj, method)
Arguments
data_obj
Resuls of model interpretation experiment
method
Method used for model interpretation (permutatopn or shap)
Details
Interpretation results are passed to the function.
Based on the type of interpretation experiment the data is transformed into a uniformly structured data frame.
Item categorization is performed by computed ABC analysis.
The result is returned in form of a tibble.
Value
A tibble with item categories
a tibble
Author(s)
Sebastian Malkusch
flowml documentation built on May 29, 2024, 10:43 a.m.
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View source: R/fml_categorize.R
| run_abc_analysis | R Documentation |
Performs item categorization
Description
Performs item categorization on permutation or shap analysis object
Usage
run_abc_analysis(data_obj, method)
Arguments
data_obj |
Resuls of model interpretation experiment |
method |
Method used for model interpretation (permutatopn or shap) |
Details
Interpretation results are passed to the function. Based on the type of interpretation experiment the data is transformed into a uniformly structured data frame. Item categorization is performed by computed ABC analysis. The result is returned in form of a tibble.
Value
A tibble with item categories
a tibble
Author(s)
Sebastian Malkusch
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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