Has anyone implemented a way to track the performance of a data model? We 
currently have an algorithm to do record linkage and spit out statistics of 
matches, non-matches, and/or partial matches with reason codes of why we didn’t 
match accurately. In this way, we will know if something goes wrong down the 
line. All of this goes into a csv file directories partitioned by datetime with 
a hive table on top. Then, we can do analytical queries and even charting if 
need be. All of this is very manual, but I was wondering if there is a package, 
software, built-in module, etc. that would do this automatically. Since we are 
using CDH, it would be great if these graphs could be integrated into Cloudera 
Manager too.

Any advice is welcome.

Thanks,
Ben


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