Patent ID: 11948072
Assignee: WORKDAY, INC.
Field: nan (nan)
Classification: CPC nan | IPC G

Claim 22:
23. A method for validating data, comprising:
receiving a data set;
calculating, using a processor, a data quality metric for the data set, wherein the data quality metric is based at least in part on a data distribution metric;
retrieving a first data quality metric threshold and a second data quality metric threshold, wherein the first data quality metric threshold and the second data quality metric threshold are determined based at least in part on past metrics or past quality, and wherein the second data quality metric threshold is higher than the first data quality metric threshold;
in response to a determination that the data quality metric exceeds the first data quality metric threshold, determining a model to build, comprising:
determining whether the data quality metric exceeds the second threshold;
in response to a determination that the data quality metric does not exceed the second threshold, building a basic machine learning model;
in response to a determination that the data quality metric exceeds the second threshold, building a sophisticated machine learning model; and
providing the basic machine learning model or the sophisticated machine learning model for use.