Man pages for rerf
Randomer Forest
| BICCutFast | Find minimizing BIC Cut for Vector |
| BICCutMclust | Find minimizing BIC Cut for Vector |
| BuildTree | RerF Tree Generator |
| checkInputMatrix | Determine if given input can be processed by Urerf. |
| ComputeSimilarity | Compute Similarities |
| defaults | Default values passed to RandMat* |
| FeatureImportance | Compute Feature Importance of a RerF model |
| flipWeights | Change the sign of the weights |
| getFeatures | Extract feature indicies from the sparse projection vector. |
| getWeights | Extract feature weights from the sparse projection vector. |
| GrowUnsupervisedForest | Creates Urerf Tree. |
| makeA | Create rotation matrix used to determine mtry features. |
| makeAB | Create rotation matrix used to determine linear combination... |
| mnist | A subset of the MNIST dataset for handwritten digit... |
| OOBPredict | Compute out-of-bag predictions |
| PackForest | Packs a forest and saves modified forest to disk for use by... |
| PackPredict | Compute class predictions for each observation in X |
| Predict | Compute class predictions for each observation in X |
| PrintTree | RerF Tree Printer |
| RandMatBinary | Create a Random Matrix: Binary |
| RandMatContinuous | Create a Random Matrix: Continuous |
| RandMatCustom | Create a Random Matrix: custom |
| RandMatFRC | Create a Random Matrix: FRC |
| RandMatFRCN | Create a Random Matrix: FRCN |
| RandMatImageControl | Create a Random Matrix: image-control |
| RandMatImagePatch | Create a Random Matrix: image-patch |
| RandMatPoisson | Create a Random Matrix: Poisson |
| RandMatRF | Create a Random Matrix: Random Forest (RF) |
| RandMatTSpatch | Create a Random Matrix: ts-patch |
| RerF | RerF forest Generator |
| RunFeatureImportance | Compute Feature Importance of a single RerF tree |
| RunFeatureImportanceBinary | Compute Feature Importance of a single RerF tree |
| RunFeatureImportanceCounts | Tabulate the unique feature combinations used in a single... |
| RunOOB | Predict class labels on out-of-bag observations using a... |
| RunPredict | Predict class labels on a test set using a single tree. |
| RunPredictLeaf | Calculate similarity using a single tree. |
| StrCorr | Compute tree strength and correlation |
| TwoMeansCut | Find minimizing Two Means Cut for Vector |
| uniqueByEquivalenceClass | Remove unique projections that are equivalent due to a... |
| Urerf | Unsupervised RerF forest Generator |
