ClassAgree: Calculates the confusion matrix and number of...

In ManlyMix: Manly Mixture Modeling and Model-Based Clustering

Calculates the confusion matrix and number of misclassifications

Description

Calculates the confusion matrix and number of misclassifications.

Usage

ClassAgree(est.id, trueid)

Arguments

est.id	estimated membership vector
trueid	true membership vector

Value

ClassificationTable	confusion table between true and estimated partitions
MisclassificationNum	number of misclassifications

Examples

set.seed(123)

K <- 3; p <- 4
X <- as.matrix(iris[,-5])
id.true <- rep(1:K, each = 50)

# Obtain initial memberships based on the K-means algorithm
id.km <- kmeans(X, K)$cluster

ClassAgree(id.km, id.true)

ManlyMix documentation built on April 29, 2023, 9:17 a.m.