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MaxMean Distance

version 1.0.0.0 (880 Bytes) by Reza Farrahi Moghaddam
This function calculates the MaxMean Distance of two vectors (or recursively rows of matrices).

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Updated 22 May 2015

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% May 22nd, 2015 (150522): Reza Farrahi Moghaddam
%
% Syntax: [MaxMean_Distance_Result] = MaxMean_Distance_R(input_vector_1, input_vector_2)
%
% The MaxMean_Distance_R.m calculates the MaxMean Distance of two vectors
% (or recursively rows of matrices). The MaxMean Distance is defined as the
% mean of two distances: i) The average Euclidean distance between the two
% vectors (per dimension) and ii) The maximum absolute difference between
% elements of the two vectors.
%
%
% Examples:
% v1 = [1, 2, 20];
% v2 = [3, 3, 3];
% [MaxMean_Distance_Result] = MaxMean_Distance_R(v1, v2)
% (1 / numel(v1)) * sqrt(sum((v1 - v2) .^ 2))
%
% v1 = [1, 2, 20];
% v2 = [3, 3, 3; 4, 5, 6];
% [MaxMean_Distance_Result] = MaxMean_Distance_R(v1, v2)
%
% v1 = [1, 2, 20; 1, 3, 19];
% v2 = [3, 3, 3];
% [MaxMean_Distance_Result] = MaxMean_Distance_R(v1, v2)
%
% v1 = [1, 2, 20; 1, 3, 19];
% v2 = [3, 3, 3; 4, 5, 6];
% [MaxMean_Distance_Result] = MaxMean_Distance_R(v1, v2)
%

Cite As

Reza Farrahi Moghaddam (2020). MaxMean Distance (https://www.mathworks.com/matlabcentral/fileexchange/50951-maxmean-distance), MATLAB Central File Exchange. Retrieved .

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MATLAB Release Compatibility
Created with R2014b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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