Classification and Discriminant Analysis

These methods help separate samples into classes and develop models which can be used to predict which class a new sample belongs to.

analysis - Graphical user interface for data analysis.

simca - Soft Independent Method of Class Analogy.

plsda - Partial least squares discriminant analysis.

knn - K-nearest neighbor classifier.

Model Analysis and Calculation Utilities

class2logical - Create a PLSDA logical block from class assignments.

discrimprob - Discriminate probabilities for continuous predicted values.

plsdaroc - Calculate and display ROC curves for PLSDA model.

:plsdthres - Bayesian threshold determination for PLS Discriminate Analysis.

(Sub topic of Qualitative Exploratory Analysis and Classification)