Improved Classification of Medical Data Using Meta-Best Feature Selection.
Matthew ChaplinJacob GrubbThomas CliffordJustin BruceTayo Obafemi-AjayiJohn MattaPublished in: EMBC (2020)
Keyphrases
- medical data
- feature selection
- classification accuracy
- text classification
- support vector
- support vector machine
- feature extraction
- feature set
- feature space
- medical information
- clinical data
- model selection
- medical data mining
- classification models
- machine learning
- classification method
- high dimensionality
- text categorization
- multi class
- feature selection algorithms
- medical images
- method for feature selection
- support vector machine svm
- discriminative features
- irrelevant features
- imaging modalities
- classification algorithm
- data mining
- classification performances
- data sets
- medical data sets
- feature subset
- classification rules
- svm classifier
- decision trees
- artificial intelligence