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If you try to call predict_proba() on the svm.OneClassSVM classifier then it says you must fit it with probability=True.
Unlike svm.SVC, the svm.OneClassSVM constructor doesn't take a probability=True kwarg. The docs say to pass probability=True to the fit() function, but that doesn't work either.