Analyzing Support Vector Machine Overfitting on Microarray Data.
Henry HanPublished in: ICIC (3) (2014)
Keyphrases
- microarray data
- support vector machine
- feature selection
- gene selection
- microarray
- gene expression
- gene expression data
- data sets
- high dimensional
- meta analysis
- microarray classification
- microarray data analysis
- gene networks
- microarray gene expression data
- biologically meaningful
- biological data
- differentially expressed genes
- cancer classification
- microarray datasets
- cross validation
- biologically relevant
- dna microarray data
- small number of samples
- cluster analysis
- multi class
- knn
- machine learning
- gene expression patterns
- support vector machine svm
- svm classifier
- training data
- support vector
- feature space
- training set
- gene clusters
- high throughput
- dna microarray
- semi supervised
- gene sets
- feature vectors
- text classification
- ovarian cancer
- low dimensional
- similarity measure
- gene expression profiles