miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis.
Miray Unlu YaziciMalik YousefJ. S. MarronBurcu Bakir-GungorPublished in: BIBM (2023)
Keyphrases
- cross validation
- data analysis
- model selection
- support vector
- hyperparameters
- data mining
- cross validated
- regression problems
- training set
- variable selection
- regularization parameter
- generalization error
- unseen data
- information criterion
- machine learning
- nearest neighbor classifiers
- database
- feature set
- feature extraction
- leave one out cross validation
- error estimates