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Add support to evaluate VW models using Skater

Open pramitchoudhary opened this issue 7 years ago • 2 comments

This issue is to enable support for interpreting models built using VW. It might be interesting to compare VW models with other models in terms of performance - sklearn, h20

pramitchoudhary avatar May 29 '17 23:05 pramitchoudhary

@pramitchoudhary for this, i dont see what the limitation would be, youd just need to provide input_formatter/output_formatter and a callable. Would you like to an add an example?

aikramer2 avatar Oct 10 '17 21:10 aikramer2

@aikramer2 ya ideally there should not be an issue. The output from vw is a little different compared to other frameworks, so just need to check on that. Also, was hoping to revisit our philosophy on providing some intuitive wrappers for input_formatter/output_formatter with this one. May be we can provide some custom input/output formatter for well supported and consistent libraries. What do you think ?

pramitchoudhary avatar Oct 10 '17 21:10 pramitchoudhary