vehicle SamplesCompCircD.CircRad.RaPr.Axis.RaMax.L.RaScat.RaElongPr.Axis.RectMax.L.RectSc.Var.MaxisSc.Var.maxisRa.GyrSkew.MaxisSkew.maxisKurt.maxisKurt.MaxisHoll.RaClass...

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vehicle SamplesCompCircD.CircRad.RaPr.Axis.RaMax.L.RaScat.RaElongPr.Axis.RectMax.L.RectSc.Var.MaxisSc.Var.maxisRa.GyrSkew.MaxisSkew.maxisKurt.maxisKurt.MaxisHoll.RaClass 19548831787210162422015917637918470616187197van 2914184141579149451914317033015872914189199van 3104501062096610207322315822363522073149188196saab 4934182159639144461914316030912763610199207van 5854470205103521494519144241325188127911180183bus 61075710617250625526281692809572648559181183bus 7974373173656153421914317636117266131200204bus 890436615765913748181461622811646733193202van 9863462140617122541712714122311264214200208van 109344981976211183362214620250515264414195204saab 11863670143619133501813015326612766210194202van 12903466136556123541711814822411865526196202saab 13884674171686152431914818034919271511189195bus 148942851445810152441914417334516172813187197van 1594497920371517437211541964652067162197199bus 16965510320165920432231662276242467462186194opel 17893651109526118571712913720612580214181185van 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Answered Same DayOct 22, 2021

Answer To: vehicle...

Subhanbasha answered on Nov 02 2021
120 Votes
# Installing required packages
install.packages(c('nnfor', 'dplyr','factoextra','Metrics', 'devtools'))
# Loading required packages
devtools::install_github('Saraswathi-Analytics/R/SA
')
library(dplyr)
library(factoextra)
library(nnfor)
library(Metrics)
library(SA)
# Before reading the data you need to kept the working directors where your files are saved.
# Reading vehicles data
vehicles <- as.data.frame(readxl::read_xlsx('vehicles.xlsx', sheet = 1))
# Removing dependent variable
vehicles <- vehicles[,-1]
vehicles1 = vehicles
# printing first six records of the data
head(vehicles)
# checking for missing values
Missing_C(vehicles)
# Function for replacing outliers with mean
f <- function(y)
{
out = vector(mode = 'list')
actual = data.frame(row.names = 1:nrow(y))
for(i in 1:ncol(y))
{
x=y[,i]
if((is.numeric(x) == TRUE | is.integer(x)==TRUE)==TRUE)
{
iq = IQR(x)
q1 = quantile(x)[2]
q3 = quantile(x)[4]
l = q1 - 1.5*iq
u = q3 + 1.5*iq
out1 = x[x<=l | x>=u]
name = paste(names(y)[i])
out[[name]] = out1
val = replace(x, x<=l | x>=u, mean(x,na.rm = T))
actual[[name]] = val
}else{
name = paste(names(y)[i])
actual[[name]] = y[,i]
}
}
outs = list(out,actual)
return(outs)
}
a = f(vehicles)
a[[1]]
# Storing a data
vehicles <- a[[2]]
# printing the top six records of data which is replaced with mean
head(vehicles)
# converting data into normal by applying scaling
vehicles <- scale(vehicles[,-ncol(vehicles)]) %>%
as.data.frame() %>%
round(digits = 4) %>%
cbind(Class = vehicles$Class) %>%
as.data.frame()
# printing the top six records of data
head(vehicles)
# Manually finding the best number of clusters for clustering
wss <- function(data, nc=15, seed=1234){
ws <-...
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