prtPreProcPca Principle Component Analysis
PCA = prtPreProcPca creates a Principle Component Analysis object.
PCA = prtPreProcPca('nComponents',N) constructs a
prtPreProcPCP object PCA with nComponents set to the value N.
A prtPreProcPca object has the following properites:
nComponents - The number of principle componenets
A prtPreProcPca object also inherits all properties and functions from
the prtAction class
Example:
dataSet = prtDataGenFeatureSelection; % Load a data set
pca = prtPreProcPca; % Create a prtPreProcPca object
pca = pca.train(dataSet); % Train the prtPreProcPca object
dataSetNew = pca.run(dataSet); % Run
% Plot
plot(dataSetNew);
title('PCA Projected Data');