Comparison of a Genetic Algorithm Variable Selection and Interval Partial Least Squares for quantitative analysis of lactate in PBS.
Mohammadhossein MamoueiMeha QassemKarthik BudidhaNystha BaishyaPankaj VadgamaPanayiotis A. KyriacouPublished in: EMBC (2019)
Keyphrases
- quantitative analysis
- variable selection
- partial least squares
- dimension reduction
- ls svm
- genetic algorithm
- qualitative evaluation
- input variables
- cross validation
- high dimensional
- qualitative and quantitative analysis
- feature extraction
- model selection
- principal component analysis
- low dimensional
- singular value decomposition
- discriminant analysis
- neural network
- high dimensional data
- canonical correlation analysis
- unsupervised learning
- data sets
- feature space
- group lasso
- cluster analysis
- training data
- factor analysis
- feature selection
- pattern recognition