Comparison of Two Frameworks for Measuring the Stability of Gene-Selection Techniques on Noisy Class-Imbalanced Data.
Randall WaldTaghi M. KhoshgoftaarAhmad Abu ShanabPublished in: ICTAI (2013)
Keyphrases
- gene selection
- class imbalanced data
- microarray data
- microarray
- feature selection
- cancer classification
- gene expression
- gene expression data
- dna microarray data
- microarray classification
- microarray data analysis
- cancer diagnosis
- dna microarray
- ovarian cancer
- tumor classification
- survival prediction
- gene expression profiles
- microarray datasets
- high throughput
- cancer detection
- microarray analysis
- data sets
- biologically relevant
- pattern recognition
- random forest
- feature extraction
- wilcoxon rank sum