How to use ensemble of models in FM or FFM?

1

I am using Factorization Machines ( libfm) and also the Field Aware Factorization Machines (libffm) for a kaggle competition. I am currently using the single models of each respectively for prediction. I came to know that we can use ensemble of models for both FM and FFM. Can someone explain how this is done ?

Ashish kulkarni

Posted 2017-01-13T13:01:01.133

Reputation: 131

1

Most ensembling methods are independent from the internals of individual models, e.g. something like majority voting, bagging or model stacking can be directly applicable to any model.

– noe – 2017-01-13T13:06:54.727

Answers

1

Most ensembling methods are independent from the internals of individual models, e.g. something like majority voting, bagging or model stacking can be directly applicable to any model.

Note: this was originally a comment to the OP.

noe

Posted 2017-01-13T13:01:01.133

Reputation: 10 494