Linear Optimal Low-Rank Projection
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Documentation for package ‘lolR’ version 2.1
Help Pages
| 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 |