Open yuchiu503 opened 4 months ago
HI
if your dataset doesn't provide any labels associated with data, you cannot use the classic metrics provided by a confusion matrix. I suggest to use Silhouette Scorer (for example) provided by sklearn library or any other metrics described here
Hello, I am now learning data mining and using ABOD for data anomaly detection. After I build the model, I do not know whether the performance and accuracy of the model are good, so I need to evaluate the whole model. Could you help me?
In addition, I see that in your case (abod_example.py), ROC score and Precision@rank n score are used, but there is no y value (label) in the data set, so these two evaluations cannot be used