Fuzzy k-NN

Fuzzy k-Nearest Neighbor Classification Algorithm

Description

Performs fuzzy k-nearest neighbor [1] classification.

[1] J. M. Keller, M. R. Gray, and J. A. Givens, Jr., "A Fuzzy K-Nearest Neighbor Algorithm", IEEE Transactions on Systems, Man, and Cybernetics, Vol. 15, No. 4, pp. 580-585.

• MATLAB release: MATLAB 7.1.0 (R14SP3)

[J. Nelson]

 

[Zhijun Wang]

I found a bug,
the following sentence should be deleted:

    distances = sum(distances');

[emre akbas]

Zhijun Wang:

Could you explain why this is a bug? And also, could you give a small example where the bug can be reproduced?

I see no problems in the code.

[Emre Akbas (author)]

Zhijun Wang is right, the code works incorrectly for 1-dimensional data. But there is no problem for multidimensional data (# of dimensions >= 2)

The file is fixed now.

[Alain EUGÈNE]

 

[Jan Philipp Brotherton]

good

[mazhar Tekin]

 

[Son Jong Duk]

Good classifiers