Article
A Preliminary Study on the Effectiveness of K-Nearest Neighbor Algorithm Based on Local Mean for Classification of Bioinformatics Data.
Studies in health technology and informatics - 23 Nov 2023
Yi Jingrui, Rao Qiang, Zhang Qi, Zhang Junbao, Song Liya, Wu Hao
Abstract excerpt
The preliminary classification of biological class data is of great importance for bioinformatics. One can quickly classify object data by comparing their existing features with known traits. k-nearest neighbor algorithm is easy to apply in this field, but its drawbacks make it less meaningful to improve the efficiency of the algorithm by simply changing the distance model, so this study uses a local mean-based...
Read the complete abstract on PubMedTopics
Share this publication in a Topic to start or enrich a Post.