Feature Selection and Linear/Nonlinear Regression Methods for the Accurate Prediction of Glycogen Synthase Kinase-3β Inhibitory Activities.
Mohammad GoodarziMatheus P. FreitasRichard JensenPublished in: J. Chem. Inf. Model. (2009)
Keyphrases
- regression methods
- nonlinear regression
- linear regression
- regression model
- feature selection
- regression method
- prediction model
- prediction accuracy
- regression algorithm
- ridge regression
- kernel regression
- model selection
- support vector machine
- partial least squares
- text categorization
- logistic regression
- least squares
- feature extraction
- high dimensionality
- mutual information
- feature space
- support vector regression
- feature selection algorithms
- dimensionality reduction
- k nearest neighbour
- support vector
- robust regression
- data mining
- piecewise linear
- information gain
- cross validation
- knn
- pairwise