outliers_detection {creditmodel}

Outliers Detection outliers_detection is for outliers detecting using Kmeans and Local Outlier Factor (lof)

Description

Outliers Detection outliers_detection is for outliers detecting using Kmeans and Local Outlier Factor (lof)

Usage

outliers_detection(dat, x, kc = 3, kn = 5)

Arguments

dat

A data.frame with independent variables.

x

The name of variable to process.

kc

Number of clustering centers for Kmeans

kn

Number of neighbors for LOF.

Value

Outliers of each variable.