README.md

In alyssajs/MLClusteringAlgorithms: Hierarchical and K-Means Clustering

MLClusteringAlgorithms

This package includes two clustering algorithms (hierarchical and spectral clustering) and associated helper functions.

Installation

You can install the released version of MLClusteringAlgorithms by using the command remotes::install_github("alyssajs/MLClusteringAlgorithms")

## Example

This is a basic example which shows you how to solve a common problem:

``` r
library(MLClusteringAlgorithms)
## basic example code
HCLUST(iris[,1:4], 3)

set.seed(1)
halfcircle <- function(r, center = c(0, 0), class, sign, N=150, noise=0.5) {
angle <- runif(N, 0, pi)
rad <- rnorm(N, r, noise)
data.table(
V1 = rad * cos(angle) + center[1],
V2 = sign * rad * sin(angle) + center[2],
)
}
X.dt <- rbind(
halfcircle(4, c(0, 0), 1, 1),
halfcircle(4, c(4, 2), 2, -1))
result <- SPECC(X.dt, 2, 5, 5)

alyssajs/MLClusteringAlgorithms documentation built on Dec. 19, 2021, 1:37 a.m.