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Renamed the functions in the interface to avoid collisions with S3 functions within the R environment. We know that this is another renaming of the POPSOM interface and we apologize for any inconvenience. We expect that the interface is now stable for the foreseeable future.
New features:
The map.minimal object. This is an object that only contains the trained neurons and nothing else. This is an appropriate model when POPSOM is used as a preprocessing step and no other model information is needed. Note that map.minimal objects cannot be processed by any of the other functions in the POPSOM interface.
The map.convergence function provides details about the underlying convergence characteristics.
Bugfixes
Most importantly the artificial limit of a minimum of 50 instances in the training
data has been removed.