An Augmented Value Difference Measure
In order to relax the attribute independence assumption by VDM, we proposed an augmented MBR transform. Based on our augmented MBR transform, we then proposed an Augmented Value Difference Measure (AVDM). The experimental results on a large number of UCI datasets validate its effectiveness.
the attribute independence assumption value difference metric the memory-based reasoning transform distance measure