neural network - How can I train my ANFIS dataset in MATLAB? -

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i have following dataset of 9 years represents people per infected of dengue 2007 2015 divide in 4 quadrant in each year. how can prepare dataset anfis. , train them predict previous year record ?

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for fis n inputs, training data has n+1 columns, first n columns contain input data , final column contains output data. here can choose have 2 inputs (the year , quadrant) , 1 output (the value). in way 9 years, number of rows becomes 36. number of columns equal number of inputs + output (2+1).

a = 1:4; b = (2007:2015)'; [a,b] = meshgrid(a,b); = a(:); b = b(:); c = ones(36,1); % should insert numbers here table traindata = [b c]

now try use genfis generate fis:

nummfs = 5;   % number of membership function mftype = 'gbellmf'; % type of mf fis = genfis1(traindata,nummfs,mftype);

the more compact way becomes:

[a,b] = meshgrid(a,b); traindata = [a(:) b(:) c];

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