PipelineResults-class: PipelineResults class
In GeneSelectR: 'GeneSelectR' - Comprehensive Feature Selection Workflow for Bulk RNAseq Datasets
PipelineResults-class R Documentation
PipelineResults class
Description
A class to hold the results of GeneSelectR function.
Slots
best_pipelineA named list containing parameters of the best performer pipeline
cv_resultsA list of the cross-validation results for each pipeline.
inbuilt_feature_importanceA list of the inbuilt mean feature importances for each method across all splits.
permutation_importanceA list of the permutation importances for each method.
cv_mean_scoreA data.frame of mean scores from cross-validation.
test_metricsA data.frame containing metrics (F1, accuracy, precision, and recall) calculated on the unseen test set. Contains mean values across splits as well as standard deviation.
GeneSelectR documentation built on May 29, 2024, 4:01 a.m.
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| PipelineResults-class | R Documentation |
PipelineResults class
Description
A class to hold the results of GeneSelectR function.
Slots
best_pipelineA named list containing parameters of the best performer pipeline
cv_resultsA list of the cross-validation results for each pipeline.
inbuilt_feature_importanceA list of the inbuilt mean feature importances for each method across all splits.
permutation_importanceA list of the permutation importances for each method.
cv_mean_scoreA data.frame of mean scores from cross-validation.
test_metricsA data.frame containing metrics (F1, accuracy, precision, and recall) calculated on the unseen test set. Contains mean values across splits as well as standard deviation.
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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