The effect of measurement approach and noise level on gene selection stability.
Randall WaldTaghi M. KhoshgoftaarAhmad Abu ShanabPublished in: BIBM (2012)
Keyphrases
- noise level
- gene selection
- microarray data
- microarray
- noisy images
- cancer classification
- gene expression data
- microarray classification
- noise estimation
- noise reduction
- cancer diagnosis
- error rate
- gene expression profiles
- dna microarray
- support vector machine svm
- low light conditions
- gene expression
- ovarian cancer
- dna microarray data
- tumor classification
- feature selection
- microarray datasets
- microarray data analysis
- learning algorithm
- pattern recognition
- data sets
- wilcoxon rank sum
- feature ranking
- clustering method
- higher order
- support vector machine
- pairwise
- multiscale
- neural network