Local Fisher Discriminant Analysis

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Documentation for package ‘lfda’ version 1.1.3

Help Pages

%^% Negative One Half Matrix Power Operator
Cols Assigning Colors to A Vector
getAffinityMatrix Get Affinity Matrix
getMetricOfType Get Requested Type of Transforming Metric
klfda Kernel Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction
kmatrixGauss Gaussian Kernel Computation (Particularly used in Kernel Local Fisher Discriminant Analysis)
lfda Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction
plot.lfda 3D Visualization for LFDA/KLFDA Result
predict.lfda LFDA Transformation/Prediction on New Data
print.lfda Print an lfda object
repmat Matlab-Syntaxed Repmat
self Semi-Supervised Local Fisher Discriminant Analysis(SELF) for Semi-Supervised Dimensionality Reduction