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GlobalFishingWatch / vessel-scoring

Apache License 2.0
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Look into moving MW code into pipeline. #46

Closed bitsofbits closed 8 years ago

bitsofbits commented 8 years ago

The multiwindow models perform much better than the single window models, so we should look into moving those into the pipeline. In addition we should look into adding is_daylight and/or measure_speed into the models as well. See PR#47 for some motivational numbers.

@redhog, how large a project would this be? Are there performance implications from using all those windows?

redhog commented 8 years ago

This is already done, as the generic model in the multi-model branch is multi-window:

https://github.com/GlobalFishingWatch/vessel-scoring/blob/multi-model/vessel_scoring/models/Logistic.json

This is what is used if no gear type mapping is supplied to the pipeline.