A Survey of the Existing Landscape of ML Systems
| dc.contributor.author | Kumar, Arun | |
| dc.contributor.author | McCann, Robert | |
| dc.contributor.author | Naughton, Jeffrey | |
| dc.contributor.author | Patel, Jignesh M. | |
| dc.date.accessioned | 2015-12-03T22:33:26Z | |
| dc.date.available | 2015-12-03T22:33:26Z | |
| dc.date.issued | 2015-11-27 | |
| dc.description.abstract | We survey the existing landscape of ML systems to identify gaps that motivate our vision of a unifying abstraction to support the iterative process of model selection and lay a principled foundation for model selection management systems. | en |
| dc.identifier.citation | TR1827 | en |
| dc.identifier.uri | http://digital.library.wisc.edu/1793/73834 | |
| dc.subject | feature engineering | en |
| dc.subject | machine learning | en |
| dc.subject | Advanced analytics | en |
| dc.subject | model selection | en |
| dc.subject | data mining | en |
| dc.title | A Survey of the Existing Landscape of ML Systems | en |
| dc.type | Technical Report | en |