Classification using first-stage rank nearest neighbor rule for multiple classes

Breast cancer detection using rank neare

Breast cancer detection using rank nearest neighbor classification rules

✍ Subhash C. Bagui; Sikha Bagui; Kuhu Pal; Nikhil R. Pal 📂 Article 📅 2003 🏛 Elsevier Science 🌐 English ⚖ 121 KB

In this article, we propose a new generalization of the rank nearest neighbor (RNN) rule for multivariate data for diagnosis of breast cancer. We study the performance of this rule using two well known databases and compare the results with the conventional k-NN rule. We observe that this rule perfo