I have reviewed several previous answers here, but I do not understand how to calculate the misclassification rate for each model. The notes I received for this topic said that the ClassProp function calculates accuracy and NOT the misclassification rate $($ClassProp$($id$.$true, id$.$kmeans$)).$ So then how is the misclassification rate produced? And how to solve the below please:

In the package "MASS", there is a dataset called "iris".

The goal of this assignment is to perform a model$-$based cluster analysis based on the $4$ numeric variables $($first four columns$)$: Sepal.Length, Sepal.Width, Petal.Length, and Petal.Width.

$1.$ Create a true.id variable based on Species variable from the data.

$2.$ Form a data set based on the first $4$ columns, i$.$e$.,$ without the Species variable.

$3.$ Apply the following clustering algorithms:

a$.$ Hierarchical Clustering with Single Linkage

b$.$ Hierarchical Clustering with Complete Linkage

c$.$ K$-$means

d$.$ Model$-$based clustering from package $$mclust$$

$4.$ Create a plot using function clusplot$()$ from package $$cluster$.$

HINT: clusplot$($x$,$ y$,$ lines $=0,$ color $=$ TRUE, plotchar $=$ FALSE, main $=)$

where x is the object with interval variables and y represents the factor variable.

$5.$ Summarize the misclassification rates of each model in a table. Report your best model based on the results.

Someone answered my question, but I receive these errors when running the clusplot functions. How can this be fixed?

$>$ clusplot$($dataset$,$ hc$\_$single, color$=1$:$3,$ main$=$"Hierarchical $($Single Linkage$)")$

Error in clusplot.default$($dataset$,$ hc$\_$single, color $=1$:$3,$ main $=$ "Hierarchical $($Single Linkage$)")$ :

The clustering vector is of incorrect length

$>$ clusplot$($dataset$,$ hc$\_$complete, color$=1$:$3,$ main$=$"Hierarchical $($Complete Linkage$)")$

Error in clusplot.default$($dataset$,$ hc$\_$complete, color $=1$:$3,$ main $=$ "Hierarchical $($Complete Linkage$)")$ :

The clustering vector is of incorrect length

$>$ clusplot$($dataset$,$ kmeans$\_$model$cluster, color$=1$:$3,$ main$="$K$-$means"$)$

Error in if $($color$)\{$ : the condition has length $>1$

$>$ clusplot$($dataset$,$ mclust$\_$model$classification, color$=1$:$3,$ main$=$"Model$-$based Clustering"$)$

Error in if $($color$)\{$ : the condition has length $>1$