Variability Evaluation of CNNs using Cross-validation on Viruses Images.
André R. de GeusAndré R. BackesJefferson R. SouzaPublished in: VISIGRAPP (4: VISAPP) (2020)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- hyperparameters
- information criterion
- generalization error
- image classification
- nearest neighbor classifiers
- cross validated
- training set
- edge detection
- regression problems
- unseen data
- machine learning
- database
- regularization parameter
- probability model
- data sets