Cross-validation and cross-study validation of chronic lymphocytic leukemia with exome sequences and machine learning.
Nihir PatelBharati JhadavAbdulrhman AljouieUsman RoshanPublished in: BIBM (2015)
Keyphrases
- cross validation
- model selection
- machine learning
- support vector
- neural network
- feature selection
- learning tasks
- regression problems
- generalization error
- error estimates
- database
- cross validated
- information criterion
- unseen data
- regularization parameter
- hyperparameters
- variable selection
- machine learning methods
- classification accuracy
- learning algorithm
- data mining