Zaloni Ideas
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Status On the Backlog
Categories Data Quality
Created by Jitul Nath
Created on Apr 12, 2020

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Calculate uniqueness inter and intra cluster records to measure the correctness of DME output

As with the Spark v 2.3.0 or later version, has a API which can calculate measure of Clustering Prediction Score - It will nice to integrate this in our DME plugin as a confidence scoring model out of box.

More details about the Spark API :

https://spark.apache.org/docs/latest/ml-clustering.html

Algorithm

https://en.wikipedia.org/wiki/Silhouette_(clustering)

Customer Impact Major inconvenience
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