Detecting Important Variables and Their Interactions in Big Data
AssigneeDell Software Inc.
InventorsThomas Hill, Vladimir S. Rastunkov, Daniel W. Scott
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Abstract
A system, method, and computer-readable medium for performing a variable and interaction detection operation. In certain embodiments, the variable and interaction detection operation detects important variables and as well as interactions among certain important variables in big data. In certain embodiments, the variable and interaction detection operation includes a robust automated process flow (i.e., an analytic recipe) which identifies important variables and their interactions in large data sets.
Claims18
A computer-implementable method for performing in-database operations, comprising:
- instantiating an in-database processing operation, the in-database processing operation detecting important variables from a high dimensional parameter space;
- executing at least one database statement within the storage system to identify an important variable from the high dimensional parameter space;
- presenting information regarding the important variable via an important variable user interface.
A system comprising:
- a processor;
- a data bus coupled to the processor;
- and
- a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the processor and configured for:
- instantiating an in-database processing operation, the in-database processing operation detecting important variables from a high dimensional parameter space;
- executing at least one database statement within the storage system to identify an important variable from the high dimensional parameter space;
- presenting information regarding the important variable via an important variable user interface.
A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:
- instantiating an in-database processing operation, the in-database processing operation detecting important variables from a high dimensional parameter space;
- executing at least one database statement within the storage system to identify an important variable from the high dimensional parameter space;
- presenting information regarding the important variable via an important variable user interface.
Dependencies are inferred from the claim text.