SKNN4.1.2 package

A Super K-Nearest Neighbor (SKNN) Classification Algorithm

Dist

Finding the distance between two observations.

KNN

K-Nearest Neighbor Classification

PCAy

Revised PCA analysis

PCAyd-class

Class to contain the results from revised PCA analysis.

SKNN-package

Super K-Nearest Neighbor (SKNN) Classification

SKNN

Super K-Nearest Neighbor (SKNN) Classification

Download source packageRead PDF manual

It's a Super K-Nearest Neighbor(SKNN) classification method with using kernel density to describe weight of the distance between a training observation and the testing sample. Comparison of performance between SKNN and KNN shows that SKNN is significantly superior to KNN.

  • Maintainer: Yarong Yang
  • License: GPL-2
  • Last published: 2025-09-18