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MGC Statistic5 years ago
Simulated Data | Real Data
mgc 2.0.2Eric BridgefordMGC.Rmd
Discriminability Statistic7 years ago
Simulated Data | Using a user-specified distance matrix | Using a user-specified distance function | Real Data
mgc 2.0.2Eric BridgefordDiscriminability.Rmd
Class Dependence Simulations7 years ago
Linear | Spread | Cross | Radial
mgc 2.0.2Eric Bridgefordclass_simulations.Rmd
Canonical Dependence Simulations8 years ago
Linear | Exponential | Cubic | Joint-Normal | Step | Quadratic | W-Shape | Spiral | Uncorrelated Bernoulli
mgc 2.0.2Eric Bridgeforddep_simulations.Rmd
LOL Simulations8 years ago
Trunk, 2 Class | Rotated Trunk, 2 Class, non-equal priors | Trunk, 3 Class | Mean Difference | Toeplitz | QD- Toeplitz | XOR | Cigar | Fat Tails | Cross
lolR 2.1Eric Bridgefordsimulations.Rmd
Extending lolR with Arbitrary Classification Algorithms8 years ago
Writing New Classification Algorithms | Writing a Classification Method | Writing a prediction method | Using your Classification Technique for Embedding Evaluation
lolR 2.1Eric Bridgefordextend_classification.Rmd
Extending lolR for Arbitrary Embedding Algorithms8 years ago
Writing New Embedding Algorithms | Embedding with your algorithm | Performing Cross-Validation with your Algorithm
lolR 2.1Eric Bridgefordextend_embedding.Rmd
Principal Component Analysis (PCA)8 years ago
PCA | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordpca.Rmd
Partial Least-Squares (PLS)8 years ago
PLS | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordpls.Rmd
Data Piling8 years ago
DP | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgeforddp.Rmd
Low-Rank Linear Discriminant Analysis8 years ago
LRLDA | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordlrlda.Rmd
Low-Rank Canonical Correlation Analysis (LR-CCA)8 years ago
LR-CCA | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordrp.Rmd
LOL Cross-Validation8 years ago
Cross Validation to Determine Error of Embedding Alg composed with Classifier | Cross Validation to Determine Optimal Embedding Dimensions of Embedding Alg composed with Classifier
lolR 2.1Eric Bridgefordxval.Rmd
Nearest Centroid Classifier8 years ago
lolR 2.1Eric BridgefordnearestCentroid.Rmd
Linear Optimal Low-Rank Projection (LOL)8 years ago
LOL | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordlol.Rmd
Low-Rank Canonical Correlation Analysis (LR-CCA)8 years ago
LR-CCA | Stacked Cigar Simulation | Trunk Simulation | Rotated Trunk Simulation
lolR 2.1Eric Bridgefordlrcca.Rmd