AnalyseStableModels_LOO: analyse stability of models from digest
In predomics/predomicspkg: Interpretable Prediction in Omics Data
View source: R/stability.lib.R
AnalyseStableModels_LOO R Documentation
analyse stability of models from digest
Description
This function analyses prevalence of features of best model of different sparsity in crossval (here still k-folds)
Usage
AnalyseStableModels_LOO(X, y, clf, tmp, loo)
Arguments
X:
dataset to classify
y:
variable to predict
clf:
an object containing the different parameters of the classifier
tmp:
the digested result object from digest
Value
a list of each sparsity the frequency of each feature of empirical best model in k-folds cross validation
predomics/predomicspkg documentation built on Dec. 11, 2024, 11:06 a.m.
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View source: R/stability.lib.R
| AnalyseStableModels_LOO | R Documentation |
analyse stability of models from digest
Description
This function analyses prevalence of features of best model of different sparsity in crossval (here still k-folds)
Usage
AnalyseStableModels_LOO(X, y, clf, tmp, loo)
Arguments
X: |
dataset to classify |
y: |
variable to predict |
clf: |
an object containing the different parameters of the classifier |
tmp: |
the digested result object from digest |
Value
a list of each sparsity the frequency of each feature of empirical best model in k-folds cross validation
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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