20250190845. Database Data Structure Manage (Truist Bank)

DATABASE AND DATA STRUCTURE MANAGEMENT SYSTEMS AND METHODS

Abstract: systems and methods perform data processing on dataset(s) and derive, from the dataset(s), data features that would be used in data analysis. the data features are classified as either being categorical or numerical, and a statistical test is applied to the classified data features to determine whether a change between the data features from incoming data is statistically significant compared to historical data features, the statistical test incorporating a population stability index score. based on the population stability index score surpassing a threshold value, the system indicates that there is a drift in the data features due to the change between the data features from the incoming data being statistically significant compared to the historical data features.

Inventor(s): Tufail Ahmed Khan, Pranjal Goswami, Changyong Wei

CPC Classification: G06N20/00 (Machine learning)

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