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NLeSC / mcfly

A deep learning tool for time series classification and regression
Apache License 2.0
363 stars 82 forks source link

Can mcfly support one-class classification? #175

Closed helpme1 closed 5 years ago

helpme1 commented 5 years ago

Some time-series datasets are not suitable for multi-class classification due to imbalance of labels. For example, anomaly detection or credit card fraud detection. Is it fraud or not fraud? Lots of "not fraud" labels but very few "fraud" labels. These applications are more suitable for one-class classification (Is it or is it not?).

Can mcfly support one-class classification? If not, I would like to suggest to the wonderful mcfly team to consider this as one of the features to implement in future.

Thank you.

vincentvanhees commented 5 years ago

yes mcfly can handle single class classification.