Capital one services, llc (20250068946). EXPLAINABLE ENTROPY FOR ANOMALY DETECTION
EXPLAINABLE ENTROPY FOR ANOMALY DETECTION
Organization Name
Inventor(s)
Samuel Sharpe of Cambridge MA (US)
Brian Barr of Schenectady NY (US)
EXPLAINABLE ENTROPY FOR ANOMALY DETECTION
This abstract first appeared for US patent application 20250068946 titled 'EXPLAINABLE ENTROPY FOR ANOMALY DETECTION
Original Abstract Submitted
a method and related system perform operations to obtain data points in a feature space for a set of input records, determine explainability parameters for the data points and a prediction model using an explainability model, and determine a score associated with a candidate data point of the data points based on a first set of values and a second set of values determined with the explainability parameters. some embodiments may select the candidate data point based on a result indicating that the score satisfies a threshold and store, in a memory, an indication of a candidate record associated with the candidate data point.