Man pages for benmack/oneClass
One-class classification in the absence of test data
| add_puSV | add_puSV |
| aggregate.holdOutPredictions | Aggregate hold-out predictions |
| bananas | Two-dimensional synthetic data set of two banana shaped... |
| bananas_trainset | bananas toy data set |
| confusionMatrix4latex | confusionMatrix4latex |
| consistent_ocsvm | Consistency based tuning OCSVM |
| createFoldsPu | createFoldsPu |
| createMultiFoldsPu | createMultiFoldsPu |
| dataForSummaryFunction | dataForSummaryFunction |
| evaluateAtTh | Model evaluation / accuracy assessment at one particular... |
| evaluateOcc | Model evaluation / accuracy assessment for 'trainOcc'... |
| featurespace | Plot method for 'trainOcc' object |
| generateThresholds | Generate thresholds between percentiles from unlabeled and... |
| getModelInfoOneClass | Models available in 'trainOcc' |
| get_params_if_best_at_gridborder | Find the optimal parameters given it occurs at the grid... |
| hist.trainOcc | Diagnostic distributions plot for a 'trainOcc' object. |
| histUev | Diagnostic distributions plot for a 'trainOcc' object and... |
| holdOutPredictions | Extract the held out predictions of a 'trainOcc' object. . |
| maxent_default_fc | maxent_default_fc |
| maxent_is_default | Test if maxent parameters are the default |
| maxentThresholds | Extract logistic output thresholds. |
| maxentThresholds_shortNames | Map long to short threshold names. |
| maximize_puMetric | Title |
| mixsim | Two-dimensional synthetic data set consisting of ten Gaussian... |
| modelPosition | Get parameter(s), result table row and rank of a model. |
| nicergb | Pretty Red-Green-Blue plot based on three raster* layers. |
| nmm_rank_models | nmm_rank_models |
| nmm_rank_models_iteratively | nmm_rank_models_iteratively |
| nmm_selection_criteria | nmm_selection_criteria |
| oneClass | One-class classification |
| plot_consistent_ocsvm | Plot model complexity (sigma) versus FNR of consistency tuned... |
| plot.ModelEvaluation | Plot accuracy statistics dependent on threshold. |
| plot_PPPvsTPR | Plot of the probability of positive prediction versus the... |
| pnpAt | pnpAt |
| pppAtLowerWhisker | pppAtLowerWhisker |
| predict.trainOcc | Predict method for 'trainOcc' objects. |
| print.ModelEvaluationAtTh | Print a 'ModelEvaluationAtTh' object. |
| print.ModelSelectionEvaluation | Print an object of class 'ModelSelectionEvaluation' |
| puFactor | Convert a vector in a PU-Vector. |
| puSummary | puSummary |
| puSummaryThLoop | puSummaryThLoop |
| resamples | Collation and Visualization of Resampling Results (Models of... |
| sort.train | Sort or order the model selection table of a 'train' or... |
| threeGaussians | Two-dimensional toy data consisting of four Gaussian... |
| trainOcc | Fit a one-class classification model over Different Tuning... |
| update.trainOcc | Update or Re-fit a Model |
