Role of training data variability on classifier performance and generalizability.
Ryan TherrienScott DoylePublished in: Medical Imaging: Digital Pathology (2018)
Keyphrases
- training data
- class distribution
- training set
- learning algorithm
- test set
- training dataset
- genetic algorithm
- decision trees
- test data
- classification accuracy
- supervised learning
- training process
- machine learning
- training examples
- training samples
- input data
- prior knowledge
- information retrieval
- medical images
- pairwise
- bayesian networks
- cost sensitive
- knowledge base
- data sets
- training instances