boxandwhiskers {OutliersLearn}

Box And Whiskers

Description

This function implements the box & whiskers algorithm to detect outliers

Usage

boxandwhiskers(data, d, tutorialMode)

Arguments

data

Input data.

d

Degree of outlier or distance at which an event is considered an outlier

tutorialMode

if TRUE the tutorial mode is activated (the algorithm will include an explanation detailing the theory behind the outlier detection algorithm and a step by step explanation of how is the data processed to obtain the outliers following the theory mentioned earlier)

Value

None, does not return any value

Author(s)

Andres Missiego Manjon

Examples

inputData = t(matrix(c(3,2,3.5,12,4.7,4.1,5.2,
4.9,7.1,6.1,6.2,5.2,14,5.3),2,7,dimnames=list(c("r","d"))))
inputData = data.frame(inputData)
boxandwhiskers(inputData,2,FALSE) # Can be set to TRUE