Serialization of Ensemble

flennerhag / mlens

ML-Ensemble – high performance ensemble learning

http://ml-ensemble.com

MIT License

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Serialization of Ensemble #111

Closed Dandelin3 closed 5 years ago

Dandelin3 commented 5 years ago

Hi,

your Ensemble library looks very promising! But is there another possibility to serialize an Ensemble model than to Pickle it? A Lot of scikit learn algorithms can create pmml. Is something similar possible? Pickle has its issues when you try to deserialize to a more recent code version.....

flennerhag commented 5 years ago

Hi,

Sure, it's possible to use something else. That would come with the risk of making the package incompatible with any library that doesn't support that particular method though. As such, it would have to be implemented as an environmental variable. Feel free to come with a suggestion!