Ranked MSD: A New Feature Ranking and Feature Selection Approach for Biomarker Identification.
Ghanshyam VermaAlokkumar JhaDietrich Rebholz-SchuhmannMichael G. MaddenPublished in: CD-MAKE (2019)
Keyphrases
- feature ranking
- feature selection
- gene expression data
- feature subset
- feature subset selection
- high dimensionality
- mass spectrometry
- classification models
- support vector machine
- gene selection
- support vector
- microarray datasets
- text categorization
- feature selection algorithms
- feature space
- dimensionality reduction
- knn
- selected features
- feature extraction
- classification accuracy
- missing values
- high dimensional data
- multi layer perceptron
- fold cross validation
- decision trees
- machine learning
- microarray data
- naive bayes
- model selection
- text classification
- feature set