ILNumerics - Technical Application Development
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The MachineLearning type exposes the following members.
Methods
| Name | Description | |
|---|---|---|
  | em |
Expectation maximization algorithm.
[ILNumerics Machine Learning Toolbox] |
| kMeansClust |
k-means clustering: finds clusters in data matrix X.
[ILNumerics Machine Learning Toolbox] |
| knn |
Searches for k nearest neighbors for every sample in Samples samples.
[ILNumerics Machine Learning Toolbox] |
| krr(InArrayDouble, InArrayDouble) |
Calculates the kernel ridge regression (KRR) of X to Y.
[ILNumerics Machine Learning Toolbox] |
| krr(InArrayDouble, InArrayDouble, KRRTypes, InArrayDouble, InArrayDouble) |
Calculates the kernel ridge regression (KRR) of X to Y.
[ILNumerics Machine Learning Toolbox] |
| pca(InArrayDouble, OutArrayDouble, OutArrayDouble, OutArrayDouble) |
Principal Component Analysis (PCA).
[ILNumerics Machine Learning Toolbox] |
| pca(InArraySingle, OutArraySingle, OutArraySingle, OutArraySingle) |
Principal Component Analysis (PCA).
[ILNumerics Machine Learning Toolbox] |
| ridge_regression |
Ordinary least squares regression/ ridge regression.
[ILNumerics Machine Learning Toolbox] |
See Also