Man pages for lolR
Linear Optimal Low-Rank Projection

lol.classify.nearestCentroidNearest Centroid Classifier Training
lol.classify.randomGuessRandomly Guessing Classifier Training
lol.embedEmbedding
lol.project.bayes_optimalBayes Optimal
lol.project.dpData Piling
lol.project.lolLinear Optimal Low-Rank Projection (LOL)
lol.project.lrccaLow-rank Canonical Correlation Analysis (LR-CCA)
lol.project.lrldaLow-Rank Linear Discriminant Analysis (LRLDA)
lol.project.mplsMean-Augmented Partial Least-Squares (MPLS)
lol.project.opalOptimal Partial Least-Squares (OPAL)
lol.project.pcaPrincipal Component Analysis (PCA)
lol.project.plsPartial Least-Squares (PLS)
lol.project.plsolPartial Least Squares Optimal Low-Rank Projection (PLSOL)
lol.project.plsolkPartial Least Squares Optimal Low-Rank Projection K (PLSOLK)
lol.project.qoqQuadratic Optimal QDA (QOQ)
lol.project.rpRandom Projections (RP)
lol.sims.cigarStacked Cigar
lol.sims.fat_tailsFat Tails Simulation
lol.sims.mean_diffMean Difference Simulation
lol.sims.qdtoepQuadratic Discriminant Toeplitz Simulation
lol.sims.random_rotateRandom Rotation
lol.sims.rotationSample Random Rotation
lol.sims.rtrunkRandom Trunk
lol.sims.sim_gmmGMM Simulate
lol.sims.toepToeplitz Simulation
lol.sims.xor2Xor Problem
lol.utils.deltasA function that performs a utility computation of information...
lol.utils.infoA function that performs basic utilities about the data.
lol.utils.oheA function for one-hot encoding categorical respose vectors.
lol.utils.svdA utility to use irlba when necessary
lol.xval.evalEmbedding Cross Validation
lol.xval.optimal_dimselectOptimal Cross-Validated Number of Embedding Dimensions
lol.xval.splitCross-Validation Data Splitter
predict.nearestCentroidNearest Centroid Classifier Prediction
predict.randomGuessRandomly Guessing Classifier Prediction
lolR documentation built on April 13, 2018, 5:05 p.m.