One Class SVM not working

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Andrea Lanza 2023년 11월 25일

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https://kr.mathworks.com/matlabcentral/answers/2052577-one-class-svm-not-working

답변: Angelo Yeo 2023년 11월 30일

ocsvm_error.png

Hi all, I have to train a one class SVM for anomaly detection. I have a dataset with two features. I trained the model on normal instances with ocsvm function. What I don't understand are the contour lines for the ocsvm scores... I do not expect those to be like that. In the figure are represented the normal instances in the space (feature1, feature2) and the contour lines corresponding to some values of ocsvm score. They are simply absurd, not like the example see on the matlab guide. I would expect ellipsoidal contour lines, not these! Any help? Thank you!