Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.
Joy HsuSonia PheneAkinori MitaniJieying LuoNaama HammelJonathan KrauseRory SayresPublished in: CoRR (2020)
Keyphrases
- cross validation
- model selection
- cross validated
- support vector
- active learning
- hyperparameters
- variable selection
- training set
- generalization error
- error estimates
- nearest neighbor classifiers
- regression problems
- regularization parameter
- information criterion
- unseen data
- binary classifiers
- rbf kernel
- ls svm
- labeling process
- neural network
- image processing