| adaSample | Implementation of AdaSampling for positive unlabelled and label noise learning. |
| adaSvmBenchmark | Benchmarking AdaSampling efficacy on noisy labelled data. |
| brca | Wisconsin Breast Cancer Database (1991) |
| singleIter | 'singleIter()' applies a single iteraction of AdaSampling procedure. It returns the probabilities of all samples as being a positive (P) or negative (N) instance, as a two column data frame. |
| weightedKNN | Implementation of a feature weighted k-nearest neighbour classifier. |