System and method for self-service data analytics
US11106689B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Mar 13, 2020 |
| Grant date | Aug 31, 2021 |
| Priority date | — |
| Expiry date | Mar 13, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2216/03
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
This disclosure relates generally to data analytics, and more particularly to a system and method for data analytics. The method includes accessing and processing sample data associated with a task to obtain a processed sample data set comprising additional columns than columns in the source data. During processing, metadata corresponding to the additional columns of the processed sample data set is dynamically captured. A plurality of data mining models are iteratively executed using the processed sample data set and the metadata. Said data mining models are obtained by varying variables and versions of a set of data mining models stored in a model repository to obtain a metrics corresponding to the plurality of data mining models. The metrics are indicative of performance of the data mining models. A data mining model is selected from amongst the plurality of data mining models based on the metrics to perform data analytics.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.