Feature Selection for Nonlinear Regression and its Application to Cancer Research.
Yijun SunJin YaoSteve GoodisonPublished in: SDM (2015)
Keyphrases
- nonlinear regression
- feature selection
- support vector machine
- linear regression
- support vector regression
- gene selection
- regression problems
- regression method
- text categorization
- support vector
- knn
- multi class
- microarray data
- feature space
- classification accuracy
- machine learning
- k nearest neighbor
- feature subset
- dimension reduction
- text classification
- feature set
- support vector machine svm
- information gain
- multi task
- least squares
- cross validation
- data sets
- dimensionality reduction
- feature vectors
- regression methods
- data mining