Hyperparameter tuning for unsupervised outlier detection #524
meiyun1995
started this conversation in
General
Replies: 1 comment
-
|
unsupervised hp tuning is still in its early stage and not used in pyod yet... |
Beta Was this translation helpful? Give feedback.
0 replies
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
-
i'm using the pyod's CBLOF algorithm for unsupervised outlier detection. There is an alpha and beta hyperparameter to tune. Since it is unsupervised, I don't have any labels to measure the performance with the different hyperparameter. Is there a way I can tune this using pyod? I see a paper on this Hyperparameter tuning for unsupervised outlier detection but it doesn't use CBLOF https://arxiv.org/abs/2208.11727
Beta Was this translation helpful? Give feedback.
All reactions