Univariate and Multivariate Filter Feature Selection for Heart Disease Classification.
Houda BenharMohamed HosniAli IdriPublished in: J. Inf. Sci. Eng. (2022)
Keyphrases
- feature selection
- classification accuracy
- support vector
- heart disease
- text classification
- classification models
- support vector machine
- feature selection algorithms
- machine learning
- multivariate decision trees
- feature set
- feature space
- method for feature selection
- classification performances
- model selection
- feature extraction
- decision trees
- feature vectors
- support vector machine svm
- high dimensionality
- discriminative features
- svm classifier
- permutation tests
- multivariate time series
- multi class
- feature ranking
- feature subset
- training set
- dimensionality reduction
- class imbalance
- expert systems
- dimension reduction
- domain knowledge