lol.classify.nearestCentroid |
Nearest Centroid Classifier Training |
lol.classify.rand |
Random Classifier Utility |
lol.classify.randomChance |
Randomly Chance Classifier Training |
lol.classify.randomGuess |
Randomly Guessing Classifier Training |
lol.embed |
Embedding |
lol.project.bayes_optimal |
Bayes Optimal |
lol.project.dp |
Data Piling |
lol.project.lol |
Linear Optimal Low-Rank Projection (LOL) |
lol.project.lrcca |
Low-rank Canonical Correlation Analysis (LR-CCA) |
lol.project.lrlda |
Low-Rank Linear Discriminant Analysis (LRLDA) |
lol.project.pca |
Principal Component Analysis (PCA) |
lol.project.pls |
Partial Least-Squares (PLS) |
lol.project.rp |
Random Projections (RP) |
lol.sims.cigar |
Stacked Cigar |
lol.sims.cross |
Cross |
lol.sims.fat_tails |
Fat Tails Simulation |
lol.sims.mean_diff |
Mean Difference Simulation |
lol.sims.qdtoep |
Quadratic Discriminant Toeplitz Simulation |
lol.sims.random_rotate |
Random Rotation |
lol.sims.rev_rtrunk |
Reverse Random Trunk |
lol.sims.rotation |
Sample Random Rotation |
lol.sims.rtrunk |
Random Trunk |
lol.sims.sim_gmm |
GMM Simulate |
lol.sims.toep |
Toeplitz Simulation |
lol.sims.xor2 |
Xor Problem |
lol.utils.decomp |
A utility to use irlba when necessary |
lol.utils.deltas |
A function that performs a utility computation of information about the differences of the classes. |
lol.utils.info |
A function that performs basic utilities about the data. |
lol.utils.ohe |
A function for one-hot encoding categorical respose vectors. |
lol.xval.eval |
Embedding Cross Validation |
lol.xval.optimal_dimselect |
Optimal Cross-Validated Number of Embedding Dimensions |
lol.xval.split |
Cross-Validation Data Splitter |
predict.nearestCentroid |
Nearest Centroid Classifier Prediction |
predict.randomChance |
Randomly Chance Classifier Prediction |
predict.randomGuess |
Randomly Guessing Classifier Prediction |