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