Rule-based feature engineering, model creation and hosting
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United States of America Patent
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Aug 25, 2020
Grant Date -
Nov 16, 2017
app pub date -
May 12, 2016
filing date -
May 12, 2016
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Abstract
Methods, systems, and computer-storage media are provided for generating and populating a feature catalog for use in predictive modeling applications. The feature catalog may be populated with features extracted from data warehoused in a nested, hierarchical data structure. Extraction of features may result from applying a set of rules-based algorithms to warehoused data. Updated features may be extracted from a queue of data updates by applying the same rules-based algorithms. Predictions of future outcomes may be generated by applying predictive models to features.
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