I want to add membership function to this ANFIS code to be able to train it. the membership function type is Gaussian and the number of mfs is numMembershipFunctions = [4 3 2 3 3 4 2] .Attached is the dataset file. The code is:
data = loadpublicHealthHeartDataset;
X = data(:,1:6);
Y = data(:,7);
trnData=[X,Y];
trnX = X(1:2:end,:); % Training input data set
trnY = Y(1:2:end,:); % Training output data set
vldX = X(2:2:end,:); % Validation input data set
vldY = Y(2:2:end,:); % Validation output data set

% Tune the data using Anfis
genAnfis = genfis(trnX,trnY, genfisOptions(‘GridPartition’));
opt = anfisOptions;
opt.InitialFIS = genAnfis;
opt.ValidationData = [vldX,vldY];
opt.EpochNumber = 30;
anfis1 = anfis(trnData,opt);
% Function to upload the dataset

function data= loadpublicHealthHeartDataset
% Get data from the original data file.
tableData = readtable("heartss.CSV");

% Convert the table to a numerical array
data = table2array(tableData(:, 1:7));
endI want to add membership function to this ANFIS code to be able to train it. the membership function type is Gaussian and the number of mfs is numMembershipFunctions = [4 3 2 3 3 4 2] .Attached is the dataset file. The code is:
data = loadpublicHealthHeartDataset;
X = data(:,1:6);
Y = data(:,7);
trnData=[X,Y];
trnX = X(1:2:end,:); % Training input data set
trnY = Y(1:2:end,:); % Training output data set
vldX = X(2:2:end,:); % Validation input data set
vldY = Y(2:2:end,:); % Validation output data set

% Tune the data using Anfis
genAnfis = genfis(trnX,trnY, genfisOptions(‘GridPartition’));
opt = anfisOptions;
opt.InitialFIS = genAnfis;
opt.ValidationData = [vldX,vldY];
opt.EpochNumber = 30;
anfis1 = anfis(trnData,opt);
% Function to upload the dataset

function data= loadpublicHealthHeartDataset
% Get data from the original data file.
tableData = readtable("heartss.CSV");

% Convert the table to a numerical array
data = table2array(tableData(:, 1:7));
end I want to add membership function to this ANFIS code to be able to train it. the membership function type is Gaussian and the number of mfs is numMembershipFunctions = [4 3 2 3 3 4 2] .Attached is the dataset file. The code is:
data = loadpublicHealthHeartDataset;
X = data(:,1:6);
Y = data(:,7);
trnData=[X,Y];
trnX = X(1:2:end,:); % Training input data set
trnY = Y(1:2:end,:); % Training output data set
vldX = X(2:2:end,:); % Validation input data set
vldY = Y(2:2:end,:); % Validation output data set

% Tune the data using Anfis
genAnfis = genfis(trnX,trnY, genfisOptions(‘GridPartition’));
opt = anfisOptions;
opt.InitialFIS = genAnfis;
opt.ValidationData = [vldX,vldY];
opt.EpochNumber = 30;
anfis1 = anfis(trnData,opt);
% Function to upload the dataset

function data= loadpublicHealthHeartDataset
% Get data from the original data file.
tableData = readtable("heartss.CSV");

% Convert the table to a numerical array
data = table2array(tableData(:, 1:7));
end anfis, membership function MATLAB Answers — New Questions

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