RNGErrorModel (Relational Neural Gas 1.0.0 API)

All Superinterfaces:

RNGModel

All Known Implementing Classes:

RNGModelImpl
```
public interface RNGErrorModel
extends RNGModel
```
An RNGModel that additionally implements this interface also provides information on the quantization error at each training epoch.

Author:

Benjamin Paassen - bpaassen(at)techfak.uni-bielefeld.de

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method and Description
`int`	`getNumberOfEpochs()` Returns the number of training epochs for this model.
`double[]`	`getQuantizationErrors()` Returns the quantization errors in each epoch.

Methods inherited from interface de.citec.ml.rng.RNGModel
getConvexCoefficients, getDistancesToPrototypes, getNormalizationTerms, getNumberOfDatapoints, getNumberOfPrototypes

- Method Detail
  - getNumberOfEpochs
```
int getNumberOfEpochs()
```
    Returns the number of training epochs for this model.
    
    Returns:
    
    the number of training epochs for this model.
  - getQuantizationErrors
```
double[] getQuantizationErrors()
```
    Returns the quantization errors in each epoch.
    
    Returns:
    
    the quantization errors in each epoch.

Copyright (C) 2015-2017 Benjamin Paaßen, AG Machine Learning, Centre of Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld, licensed under the GPL v. 3: https://gitlab.ub.uni-bielefeld.de/bpaassen/relational_neural_gas . This documentation is licensed under the conditions of CC-BY-SA 4.0: https://creativecommons.org/licenses/by-sa/4.0/

Interface RNGErrorModel

Method Summary

Methods inherited from interface de.citec.ml.rng.RNGModel

Method Detail

getNumberOfEpochs

getQuantizationErrors