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cordillera (version 0.8-0)

Calculation of the OPTICS Cordillera

Description

Functions for calculating the OPTICS Cordillera. The OPTICS Cordillera measures the amount of 'clusteredness' in a numeric data matrix within a distance-density based framework for a given minimum number of points comprising a cluster, as described in Rusch, Hornik, Mair (2017) . There is an R native version and a version that uses 'ELKI', with methods for printing, summarizing, and plotting the result. There also is an interface to the reference implementation of OPTICS in 'ELKI'.

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Version

Install

install.packages('cordillera')

Monthly Downloads

268

Version

0.8-0

License

GPL-2 | GPL-3

Maintainer

Thomas Rusch

Last Published

January 14th, 2018

Functions in cordillera (0.8-0)

print.summary.opticse

Print method for OPTICS summary
summary.opticse

Summary method for OPTICS results
CAClimateIndicatorsCountyMedian

Climate Change Indicators of Californian Counties
cordillera-package

cordillera: The OPTICS Cordillera
cordillera

The OPTICS Cordillera
e_cordillera

Calculates the OPTICS Cordillera with the OPTICS implementation of 'ELKI'
plot.cordillera

Plot method for OPTICS Cordilleras
plot.opticse

Plot method for OPTICS results
print.cordillera

Print method for the OPTICS Cordillera
print.opticse

Print method for OPTICS results
e_optics

OPTICS in ELKI
oldcordilleraplot

Plot method for OPTICS Cordilleras. Deprecated.