Performance measures in evaluating machine learning based bioinformatics predictors for classifications.
Yasen JiaoPufeng DuPublished in: Quant. Biol. (2016)
Keyphrases
- machine learning
- computational biology
- text mining
- data mining
- machine learning algorithms
- data analysis
- computer vision
- confidence levels
- knowledge acquisition
- computer science
- pattern recognition
- machine learning methods
- learning algorithm
- decision trees
- learning tasks
- learning systems
- machine learning and data mining
- kernel methods
- computational intelligence
- neural network
- supervised learning
- databases
- feature selection
- reinforcement learning
- active learning
- knowledge representation
- support vector machine
- information extraction
- natural language processing
- transfer learning
- search engine
- quality measures
- artificial intelligence
- real world
- quantitative measures
- computational intelligence methods
- clustering gene expression data