Efficient Heart Disease Classification Through Stacked Ensemble with Optimized Firefly Feature Selection.
Krishnamoorthy NatarajanVinoth Kumar VenkatesanT. R. MaheshMohamed AbbasNirmaladevi KathamuthuE. MohanJonnakuti Rajkumar AnnadPublished in: Int. J. Comput. Intell. Syst. (2024)
Keyphrases
- feature selection
- classification accuracy
- heart disease
- wrapper feature selection
- high dimensionality
- text classification
- ensemble classifier
- machine learning
- classification models
- support vector
- feature set
- feature extraction
- support vector machine
- feature ranking
- discriminative features
- training set
- ensemble classification
- feature selection algorithms
- ensemble learning
- model selection
- decision trees
- feature subset
- feature space
- method for feature selection
- imbalanced data
- irrelevant features
- class labels
- text categorization
- feature vectors
- training data
- classification method
- computer assisted
- high dimensional
- multi class