dbscan_outlier: This function Calculates outliers using the DBSCAN algorithm

In zbeaver4/beavR: Useful and Reusable R Functions from Past Projects

Description

Given a data.frame, returns a vector indicating whether each observations was deemed an outlier or not

Usage

dbscan_outlier(df, eps_range = seq(0.5, 2, 0.3), MinPts_range = seq(3, 6, 1), scale = T, skip = c())

Arguments

df:	data.frame with features over which to run the algorithm
eps_range:	range of eps values to test in order to provide feedback to the user about what the algorithm is finding
MinPts_range:	range of eps values to test in order to provide feedback to the user about what the algorithm is finding
scale:	whether or not to scale the data prior to running the algorithm
skip:	character vector of names of columns to be skipped

zbeaver4/beavR documentation built on May 4, 2019, 9:12 p.m.