Clinical data classification using an enhanced SMOTE and chaotic evolutionary feature selection.
S. SreejithH. Khanna NehemiahArputharaj KannanPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- clinical data
- feature selection
- classification accuracy
- support vector
- class imbalance
- text classification
- medical data
- feature set
- classification models
- machine learning
- feature space
- patient data
- feature selection algorithms
- high dimensionality
- imbalanced data
- raw data
- decision trees
- clinical information
- databases
- support vector machine
- cancer patients
- statistical analysis
- model selection
- knowledge discovery
- clinical data sets
- gene expression data
- domain experts
- medical images