SVM

Threshold defiying

Observate the edges of each cluster

Calculate the mid point between them

Maximal Margin Classifier

Allow misclassifications

Soft Margin Classifier

Low and HIgh Variance

No

Yes

Use Cross Validation

Support Vector Classifier

Mover los datos a una dimensión mayor

Encontrar la función del Kernel

Determinar la separación de los datos (Threshold)

Kernel Polynomial

Kernel Radial

Proporcionar datos