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Simple Matching Coefficient

Last modified by
on
Oct 6, 2023, 5:42:54 PM
Created by
on
Nov 5, 2021, 7:26:13 PM
SMC=M00+M11M00+M11+M10+M01
(M00)Number of attributes where A and B are 0
(M11)Number of attributes where A and B are 1
(M01)Number of attributes where A is 0 and B is 1
(M10)Number of attributes where A is 1 and B is 0
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The Simple Machine Coefficient calculator computes the coefficient for comparing the similarity and diversity of sample sets.

INSTRUCTION: Enter the following:

  • (M00) Total number of attributes where A and B are both zero (0)
  • (M11) Total number of attributes where A and B are both one (1)
  • (M01) Total number of attributes where A is zero (0) and B one (1)
  • (M10) Total number of attributes where A is one (1) and B is zero (0)

Simple Matching Coefficient (SMC): The calculator returns the coefficient as a real number.  However this can be automatically converted to a percentage via the pull-down menu.

The Math / Science

The Simple Matching Coefficient is a coefficient that indicates the degree of similarity of two communities based on the number of species that they have in common.  The formula for the Simple Matching Coefficient is:

       SMC = (M00 + M11) / (M00 + M11 + M10 + M01)

where:

  • SMC = Simple Matching Coefficient
  • M00 = Total number of attributes where A and B are both zero (0)
  • M11 = Total number of attributes where A and B are both one (1)
  • M01 = Total number of attributes where A is zero (0) and B one (1)
  • M10 = Total number of attributes where A is one (1) and B is zero (0)


Community Statistics Calculators 

Reference

  1. ^ The description of Jaccard index is from Wikipedia: en.wikipedia.org/wiki/Jaccard index

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