dann {dann}

Discriminant Adaptive Nearest Neighbor Classification

Description

Discriminant Adaptive Nearest Neighbor Classification

Usage

dann(x, ..., k = 5, neighborhood_size = max(floor(nrow(x)/5), 50), epsilon = 1)

Arguments

x

A matrix or a dataframe.

...

Additional parameters passed to methods.

k

The number of data points used for final classification.

neighborhood_size

The number of data points used to calculate between and within class covariance.

epsilon

Diagonal elements of a diagonal matrix. 1 is the identity matrix.

Details

This is an implementation of Hastie and Tibshirani's Discriminant Adaptive Nearest Neighbor Classification publication..

Value

An S3 class of type dann.