- setNumClusters
- <init>
- assignCanopies
Uses T1 distance to assign canopies to the supplied instance. If the instance
does not fall within T
- buildClusterer
- nonEmptyCanopySetIntersection
Tests if two sets of canopies have a non-empty intersection
- setMaxNumCandidateCanopiesToHoldInMemory
Set the maximum number of candidate canopies to retain in memory during
training. T2 distance and da
- setMinimumCanopyDensity
Set the minimum T2-based density below which a canopy will be pruned during
periodic pruning.
- setMissingValuesReplacer
Set a ready-to-use missing values replacement filter
- setPeriodicPruningRate
Set the how often to prune low density canopies during training
- setT1
Set the T1 distance. Values < 0 are taken as a positive multiplier for the T2
distance - e.g. T1_act
- setT2
Set the T2 distance to use. Values < 0 indicate that a heuristic based on
attribute standard deviati
- updateClusterer