AVNM: a voting based novel mathematical rule for image classification

• AVNM automates the selection of the number of nearest neighbors for classification.• AVNM is based on the concept of sub-space reduction based on features.• Experiments are performed over UCI datasets and medical dataset of validation.• Outperforms in respect of accuracy with state-of-art knn algorithm and its variants.

Source: Computer Methods and Programs in Biomedicine - September 25, 2016 Category: Bioinformatics Authors: Ankit Vidyarthi, Namita Mittal Source Type: research