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AVS.CreatePCATransform Method
Performs the Principal Component Analysis (PCA) on provided data, creates the feature vector and normalization coefficients (mean and standard deviation of variables).
Namespace: | AvlNet |
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Assembly: | AVL.NET.dll |
Syntax
public static void CreatePCATransform ( AvlNet.Matrix inMatrix, int inDimensions, AvlNet.PCAModel outPCAModel, AvlNet.Matrix outTransformedMatrix )
Parameters
Name | Type | Range | Default | Description | |
---|---|---|---|---|---|
inMatrix | AvlNet.Matrix | Input data, where variables are in column, and examples are in rows. | |||
inDimensions | int | <1, INF> | How many data dimensions (variables) to be left in transformed data. | ||
outPCAModel | AvlNet.PCAModel | Resulting PCA model. | |||
outTransformedMatrix | AvlNet.Matrix | Transformed inMatrix with reduced dimensionality. |
Function Overrides
- CreatePCATransform(Matrix, Int32, Nullable<Single>, PCAModel, Matrix)
- CreatePCATransform(Matrix, Int32, Nullable<Single>, PCAModel, Matrix, Matrix, Matrix, IList<Int32>)