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US 2018/0025284 A1Published application
Methods and systems for identifying patterns in data using delimited feature-regions
OwnerJonathan Michael Fisherinventor
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Abstract
A method and system is provided for identifying patters in datasets by identifying delimited regions of feature-space in which patterns occur. The delimited regions are then combined into an ensemble able to make predictions based on the identified regions of feature-space. The method may be used for classification, for regression, for auto-encoding, for simulation, and for other applications of pattern detection.
Claims16
A method for identifying a pattern in a dataset, comprising:
- identifying a plurality of feature-regions each in a feature-space wherein points from said dataset form an identifiable pattern and constructing, for each such feature-region, a boundary which approximately encloses said feature-region so as to approximately include said points which form said pattern and approximately exclude other points;
- and
- combining said feature-regions into an ensemble.
Dependencies are inferred from the claim text.