Feature set optimization by clustering, univariate association, Deep & Machine learning omics Wide Association Study (DMWAS) for Biomarkers discovery as tested on GTEx pilot dataset for death due to heart attack.
Abhishek Narain SinghPublished in: CoRR (2021)
Keyphrases
- feature set
- feature selection
- machine learning
- classification accuracy
- feature vectors
- feature space
- random forest
- decision trees
- feature extraction
- class labels
- pattern recognition
- clustering algorithm
- data sets
- feature reduction
- database
- selected features
- feature representation
- permutation tests
- machine learning methods
- kernel function
- model selection
- image classification
- support vector machine
- learning algorithm