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From "Eyal Allweil (JIRA)" <>
Subject [jira] [Commented] (DATAFU-60) Support NDCG calculation within a UDF
Date Sat, 09 Dec 2017 20:34:05 GMT


Eyal Allweil commented on DATAFU-60:

Hi [~jhartman], I know it's been years, but do you think you'll get back to this? If not someone
else will finish it off, since there isn't much left to do.

> Support NDCG calculation within a UDF
> -------------------------------------
>                 Key: DATAFU-60
>                 URL:
>             Project: DataFu
>          Issue Type: New Feature
>            Reporter: Joshua Hartman
>              Labels: features
>         Attachments: DATAFU-60-v2.patch, DATAFU-60.patch
>   Original Estimate: 48h
>  Remaining Estimate: 48h
> Ndcg is a common evaluation metric for the quality of a list of items presented to a
user. It is an especially common metric used in the search literature.
> This feature request is to implement a udf to calculate ndcg. 
> NDCG can be calculated using any function to represent the value of a position. Several
useful functions should be available as part of the datafu library. First is the standard
1/logarithmic discounting factor. Another option should be the ability to supply a custom
positional value for any range of positions in the case that a positional "value" is already
well understood. However, the actual discounting function used should be easily pluggable
in the event something custom is needed

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