A combined strategy of feature selection and machine learning to identify predictors of prediabetes.
Kushan De SilvaDaniel JönssonRyan T. DemmerPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- feature selection
- machine learning
- text classification
- artificial intelligence
- data sets
- machine learning methods
- machine learning algorithms
- support vector machine
- text categorization
- unsupervised learning
- model selection
- mutual information
- pattern recognition
- computer science
- classification accuracy
- feature subset
- multi class
- information extraction
- feature engineering
- feature extraction
- feature ranking
- explanation based learning
- selection strategy
- method for feature selection
- inductive logic programming
- semi supervised learning
- natural language processing
- feature space
- data mining