Unleashing the Power of Extra-Tree Feature Selection and Random Forest Classifier for Improved Survival Prediction in Heart Failure Patients.
Md. Simul Hasan TalukderRejwan Bin SulaimanMouli Bardhan Paul AngonPublished in: CoRR (2023)
Keyphrases
- heart failure
- survival prediction
- feature selection
- gene selection
- normal subjects
- health care
- lung cancer
- heart disease
- gene expression
- microarray data
- clinical data
- feature extraction
- machine learning
- microarray
- support vector
- dimensionality reduction
- chronic disease
- clinical decision support systems
- gene expression data
- data sets
- high dimensionality
- brain activity