Table 1. A list of prototype selection and generation methods.
The last column describes how the number of prototypes is chosen for each class.
| Name | Type | Choosing number of prototypes |
|---|---|---|
| TomekLinks | Selection | Automatic |
| RandomUndersampler | Selection | Automatic or Manual |
| OneSidedSelection | Selection | Automatic |
| NeighbourhoodCleaningRule | Selection | Automatic |
| NearMissV1-3 | Selection | Automatic or Manual |
| InstanceHardnessThreshold | Selection | Automatic or Semi-Automatic |
| AllKNN | Selection | Automatic |
| EditedNearestNeighbours | Selection | Automatic |
| RepeatedEditedNearestNeighbours | Selection | Automatic |
| CondensedNearestNeighbours | Selection | Automatic |
| ClusterCentroids | Generation | Automatic or Manual |