ClassAgree {ManlyMix}

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)