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This component trains a kernel-based Support Vector Machine (SVM) on an input training data set.

Inputs

NameIDDescriptionType
Training InputsInputsThe training input data.Generic Data
Training ClassificationsClassificationsThe list of classifications.Generic Data
Kernel TypeKernelKernel Type: (0) Linear (1) Gaussian (2) Laplacian (3) Polynomial (4) Sigmoid Integer
K FoldsK FoldsThe number of folds used during cross validationInteger

Outputs

NameIDDescriptionType
Support Vector MachineSVMTrained kernel-based Support Vector Machine (SVM)Generic Data
Support VectorsVectorsSupport VectorsNumber
Confusion MatrixConfusion MatrixThe General Confusion Matrix based on the cross-validation training/testing splits.Generic Data

Video Tutorials

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