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AVS.TrainOrganicModel Method
Trains OrganicModel, which has to be previously initialized with LoadOrganicTrainingData.
Namespace: | AvlNet |
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Assembly: | AVL.NET.dll |
Syntax
public static void TrainOrganicModel ( int inIterationCount, float inLearningRate, float inMomentum, int inModelCapacity, AvlNet.DataPreprocessing inPreprocessing, AvlNet.OrganicModel ioOrganicModel )
Parameters
Name | Type | Range | Default | Description | |
---|---|---|---|---|---|
inIterationCount | int | 500 | Number of iteration of internal learning process. Default value: 500. | ||
inLearningRate | float | 0.1f | How aggressive the learning should be. Default value: 0.1f. | ||
inMomentum | float | 0.1f | Factor that helps to move out of local minima. Default value: 0.1f. | ||
inModelCapacity | int | 10 | Internal size of model. Default value: 10. | ||
inPreprocessing | AvlNet.DataPreprocessing | Method of cleaning the data before learning. | |||
ioOrganicModel | AvlNet.OrganicModel | Resulting model. |