Effect of Training Data Volume on Performance of Convolutional Neural Network Pneumothorax Classifiers.
Yee Liang ThianDian Wen NgJames Thomas Patrick Decourcy HallinanPooja JagmohanSoon Yiew SiaJalila Sayed Adnan MohamedSwee Tian QuekMengling FengPublished in: J. Digit. Imaging (2022)
Keyphrases
- training data
- convolutional neural network
- training set
- decision trees
- classification accuracy
- training instances
- classification models
- naive bayes
- data sets
- training examples
- face detection
- test data
- test set
- training samples
- support vector
- learning algorithm
- supervised learning
- labeled training data
- class labels
- labeled data
- training dataset
- training and testing data
- prior knowledge
- svm classifier
- accurate classifiers
- training process
- unseen data
- feature values
- machine learning
- semi supervised learning
- neural network
- co training
- generalization error
- machine learning algorithms
- text classification