Global Information Lookup Global Information

Jenks natural breaks optimization information


The Jenks optimization method, also called the Jenks natural breaks classification method, is a data clustering method designed to determine the best arrangement of values into different classes. This is done by seeking to minimize each class's average deviation from the class mean, while maximizing each class's deviation from the means of the other classes. In other words, the method seeks to reduce the variance within classes and maximize the variance between classes.[1][2]

The Jenks optimization method is directly related to Otsu's Method and Fisher's Discriminant Analysis.

  1. ^ Jenks, George F. 1967. "The Data Model Concept in Statistical Mapping", International Yearbook of Cartography 7: 186–190.
  2. ^ McMaster, Robert, "In Memoriam: George F. Jenks (1916–1996)". Cartography and Geographic Information Science. 24(1) p.56-59.

and 8 Related for: Jenks natural breaks optimization information

Request time (Page generated in 0.8583 seconds.)

Jenks natural breaks optimization

Last Update:

The Jenks optimization method, also called the Jenks natural breaks classification method, is a data clustering method designed to determine the best...

Word Count : 899

Jenks

Last Update:

Jenks, author of first The Shadow story under pen name Frank S. Lawton George F. Jenks, 20th-century cartographer Jenks natural breaks optimization,...

Word Count : 197

Choropleth map

Last Update:

are probably geographically meaningful. The Jenks natural breaks optimization, developed by George F. Jenks, is a heuristic algorithm for automatically...

Word Count : 4871

Glossary of economics

Last Update:

private individuals or groups of private individuals organized as firms. Jenks, Chris. Core Sociological Dichotomies. London; Thousand Oaks, CA; New Delhi...

Word Count : 25076

Tiger

Last Update:

A. J.; Sukmasuang, R.; Ngoprasert, D.; Chutipong, W.; Bateman, B. L.; Jenks, K. E.; Baker-Whatton, M.; Kitamura, S. & Ziółkowska, E. (2021). "Habitat...

Word Count : 16294

Ethanol fuel

Last Update:

ISBN 978-0-9786293-0-4. Onuki, Shinnosuke; Koziel, Jacek A.; van Leeuwen, Johannes; Jenks, William S.; Grewell, David; Cai, Lingshuang (June 2008). Ethanol production...

Word Count : 8686

Ice core

Last Update:

Academies Press. pp. 82–84. ISBN 978-0-309-10635-1. Schwikowski, Margit; Jenk, Theo M.; Stampfli, Dieter; Stampfli, Felix (26 July 2017). "A new thermal...

Word Count : 10571

List of Deadliest Warrior episodes

Last Update:

Terrible Team: Vladimir Orlov (Russian Special Forces Trainer), Andrew Jenks, PhD (Professor of Russian Studies) Ivan the Terrible Weapons: Sablia, Bardiche...

Word Count : 43256

PDF Search Engine © AllGlobal.net