Elastic SCAD as a novel penalization method for SVM classification tasks in high-dimensional data.
Natalia BeckerGrischa ToedtPeter LichterAxel BennerPublished in: BMC Bioinform. (2011)
Keyphrases
- high dimensional data
- support vector machine svm
- dimension reduction
- pairwise
- input data
- feature set
- nonlinear dimensionality reduction
- subspace learning
- data sets
- dimensionality reduction
- nearest neighbor
- high dimensional
- support vector machine
- data analysis
- sample size
- svm classifier
- missing values
- support vector
- similarity measure
- neural network