Cross Validation Analysis of Convolutional Neural Network Variants with Various White Blood Cells Datasets for the Classification Task.
Syadia Nabilah Mohd SafuanMohd Razali Md TomariWan Nurshazwani Wan ZakariaPublished in: Int. J. Online Biomed. Eng. (2022)
Keyphrases
- cross validation
- model selection
- support vector
- convolutional neural network
- training set
- cross validated
- regression problems
- generalization error
- hyperparameters
- unseen data
- decision trees
- machine learning
- feature vectors
- leave one out cross validation
- error estimates
- benchmark datasets
- feature selection
- support vector machine
- knn
- svm classification
- information criterion
- feature extraction
- nearest neighbor classifiers
- data sets