iNNE

[PhilipPhil]

I noticed the github page doesn't have a lot of documentation for iNNE. The algorithm performs very poorly compared some other similar ones I ran. I was wondering if the code is at the working stage or still at the concept stage, or am I not fitting something correctly? I tried tuning every hyper parameter as well but the performance is still poor. Any suggestions?

from anomatools.models import iNNE
detector = iNNE(...).fit(X)
anomaly_score_p = detector.predict_proba(X, method='linear')[:,1]

[tangxichen]

Hello, we have reproduced the inne algorithm in Python, which is consistent with the effect of the matlab version provided by the original author of the paper. If necessary, you can refer to the link:https://github.com/xhan97/inne