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Thresher

Threshing and Reaping for Principal Components

Defines the classes used to identify outliers (threshing) and compute the number of significant principal components and number of clusters (reaping) in a joint application of PCA and hierarchical clustering. See Wang et al., 2018, <doi:10.1186/s12859-017-1998-9>.

Functions (9)

00Index

Documentation for package ‘Thresher’ version 1.1.3

01-dataObjects

Thresher and Reaper Simulated Data

Reaper-class

Class "Reaper"

SignalSet-class

Class "SignalSet"

SimThresher-class

Class "SimThresher"

Thresher-class

Class "Thresher"

fit-or-miss-class

Class Unions

matchLabels

Match Arbitrary Class Assignments Across Methods

unitize

Convert a Vector to Unit Length

Thresher

Threshing and Reaping for Principal Components

v1.1.3
Apache License (== 2.0)
Authors
Kevin R. Coombes
Initial release
2019-12-07

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