Can anyone tell me how to solve this error?
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clc;
clear ;
close all;
%%
load FA
F1 = Feature;
load NF
F2 = Feature;
xdata = [F1;F2];
group = cell(1,1);
for ii = 1:size(F1,1)
group{ii,1} = 'Fatigue';
end
for ii = 1:size(F2,1)
group{ii+size(F1,1),1} = 'Non-Fatigue';
end
svmStruct = fitcsvm(xdata,group,'OptimizeHyperparameters','auto','HyperparameterOptimizationOptions',struct('showplot',true));
% Testing
save svm svmStruct
load svm
for ii = 1:size(F1,1)
species = ClassificationSVM(svmStruct,F1(ii,:));
disp([ group{ii,1} ' = ' species]);
end
for ii = 1:size(F2,1)
species = ClassificationSVM(svmStruct,F2(ii,:));
disp([ group{ii+size(F1,1),1} ' = ' species]);
end
%%%%%%%%%%%%%%%
It runs for some time and gives error on classificationSVM.
Here Xdata is a 8x4 double. error says X should be a double or a single matrix. How to solve it and the other errors?
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/336505/image.jpeg)
5 个评论
回答(1 个)
Jingwei Too
2020-7-24
Why don't you try on this toolbox https://www.mathworks.com/matlabcentral/fileexchange/71461-simple-machine-learning-algorithms-for-classification?s_tid=prof_contriblnk
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