Write a program using K-Means and Expectation Maximization clustering for the given dataset. You have been assigned a dataset.

How to use this dataset in R:

Package Name: cluster.datasets

install.packages("cluster.datasets")

library(cluster.datasets)

data(paste your data set name)

your dataset name

data(mammal.dentition)

Program 1: K-Means Clustering

Q1: Find optimal number of clusters. (Hint: Elbow Method)

Q2: Apply K-Means

Q3: Visualization for K-Means Clustering

Program 2: Expectation Maximization Clustering

Q1: Apply Expectation Maximization

Q2: Visualization for Expectation Maximization