Cross-validation and cross-study validation of kidney cancer with machine learning and whole exome sequences from the National Cancer Institute.
Abdulrhman AljouieNihir PatelUsman RoshanPublished in: CIBCB (2018)
Keyphrases
- cross validation
- machine learning
- model selection
- variable selection
- cross validated
- early detection
- generalization error
- support vector
- decision trees
- information criterion
- unseen data
- data sets
- training set
- random forest
- hyperparameters
- regression problems
- machine learning algorithms
- feature extraction
- feature selection