SVM Classification

Support Vector Machine (SVM) classification is based on the concept of decision planes that define decision boundaries.

A decision plane is one that separates between a set of objects having different class memberships. SVM finds the vectors ("support vectors") that define the separators giving the widest separation of classes.

SVM classification supports both binary, multiclass, and multitarget classification. Multitarget alllows multiple class labels to be associated with a single row. The target type is a collection of type ORA_MINING_VARCHAR2_NT.