Sample-distance Partial Least Squares: PLS optimized for many variables, with application to CoMFA.
Bruce L. BushRobert B. NachbarPublished in: J. Comput. Aided Mol. Des. (1993)
Keyphrases
- partial least squares
- structural model
- discriminant analysis
- principal component regression
- dimension reduction
- spectral data
- canonical correlation analysis
- factor analysis
- equivalence relationship
- variable selection
- correlation coefficient
- data sets
- support vector machine svm
- dimensionality reduction
- principal component analysis
- preprocessing
- pattern recognition
- feature extraction