Classification and Discriminant Analysis

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Classification and Discriminant Analysis

analysis - Graphical user interface for data analysis.
simca - Soft Independent Method of Class Analogy.
plsda - Partial least squares discriminant analysis.
plsdaroc - Calculate and display ROC curves for PLSDA model.
knn - K-nearest neighbor classifier.


Model Analysis and Calculation Utilities

class2logical - Create a PLSDA logical block from class assignments.
plsdthres - Bayesian threshold determination for PLS Discriminate Analysis.
discrimprob - Discriminate probabilities for continuous predicted values.