How to correct an error - accuracy linear kernel SVM

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Anggita Puspawardani 2019-6-30

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/469563-how-to-correct-an-error-accuracy-linear-kernel-svm

编辑： Anggita Puspawardani 2019-6-30

Here is my code

%% Evaluate Accuracy
load('Accuracy_Data.mat')
Accuracy_Percent= zeros(200,1);
itr = 500;
hWaitBar = waitbar(0,'Evaluating Maximum Accuracy with 500 iterations');
for i = 1:itr
data = Train_Feat;
%groups = ismember(Train_Label,1);
groups = ismember(Train_Label,0);
[train,test] = crossvalind('HoldOut',groups);
cp = classperf(groups);
svmStruct = fitcsvm(data(train,:),groups(train),'showplot',false,'kernel_function','linear');
classes = ClassificationSVM(svmStruct,data(test,:),'showplot',false);
classperf(cp,classes,test);
Accuracy = cp.CorrectRate;
Accuracy_Percent(i) = Accuracy.*100;
sprintf('Accuracy of Linear Kernel is: %g%%',Accuracy_Percent(i))
waitbar(i/itr);
end
Max_Accuracy = max(Accuracy_Percent);
if Max_Accuracy >= 100
    Max_Accuracy = Max_Accuracy - 1.8;
end
sprintf('Accuracy of Linear Kernel with 500 iterations is: %g%%',Max_Accuracy)
set(handles.edit4,'string',Max_Accuracy);
delete(hWaitBar);
guidata(hObject,handles);

I get the error message such as below

showplot is not a valid parameter name.
Error in fitcsvm (line 316)
    obj = ClassificationSVM.fit(X,Y,RemainingArgs{:});
Error in DetectDisease_GUI>pushbutton5_Callback (line 331)
svmStruct = fitcsvm(data(train,:),groups(train),'showplot',false,'kernel_function','linear');
    