Skip to content

A small question about OCSVM #39

@QiaoJohnny

Description

@QiaoJohnny

@nomewang ,thank you very much for sharing your code! However, I have a small question about the code.
In the code, The definition of OCSVM says that
self.detect_fuser = linear_model.SGDOneClassSVM(random_state=42, nu=args.ocsvm_nu, max_iter=args.ocsvm_maxiter)
self.seg_fuser = linear_model.SGDOneClassSVM(random_state=42, nu=args.ocsvm_nu, max_iter=args.ocsvm_maxiter)
However, in the paper says that "For DLF, we use two linear OCSVMs with SGD optimizers, the learning rate is set as 1×10−4 and train 1000 steps for each class."
So I wanna know how to set training rate in this code about OCSVM. Can you answer the question about it?
Thank you a lot again!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions