Automatic enumeration of data analysis options and rapid analysis of statistical models
AssigneeInternational Business Machines Corporation
InventorsUdayan Khurana, Srinivasan Parthasarathy, Venkata N. Pavuluri, Deepak S. Turaga, Long H. Vu
Life of this patent
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Abstract
Embodiments relate to analyzing dataset. A method of analyzing data is provided. The method obtains a description of a dataset. The method automatically generates a plurality of analysis options from the description of the dataset. The method generates a plurality of queries based on the analysis options. The method deploys the queries on the dataset to build a plurality of statistical models from the dataset.
Claims14
A computer program product for analyzing data, the computer program product comprising:
- a computer readable storage medium having program instructions embodied therewith, the program instructions readable by a processing circuit to cause the processing circuit to perform a method comprising:
- obtaining a description of a dataset;
- automatically generating, by a computer, a plurality of analysis options from the description of the dataset;
- generating a plurality of queries based on the analysis options;
- and
- deploying the queries on the dataset to build a plurality of statistical models from the dataset.
A computer system for analyzing statistical models, the system comprising:
- a memory having computer readable instructions;
- and
- a processor configured to execute the computer readable instructions, the instructions comprising:
- obtaining a pool of statistical models to analyze;
- ranking the statistical models in an order of decreasing interest to a user;
- automatically grouping a highest ranked model and a set of other ranked models into a cluster based on similarities of the other ranked models to the highest ranked model;
- and
- presenting the cluster of models to the user to interpret.
-20. (canceled)
Dependencies are inferred from the claim text.