Invention Grant
- Patent Title: Automated data ingestion using an autoencoder
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Application No.: US16549465Application Date: 2019-08-23
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Publication No.: US10853728B1Publication Date: 2020-12-01
- Inventor: Austin Grant Walters , Jeremy Edward Goodsitt
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F16/25

Abstract:
Systems, methods, apparatuses, and computer program products to generate, by a computing model, a transformed dataset based on a first dataset comprising numeric values, the computing model to convert the numeric values from a first format to a second format, generate a training dataset comprising the first dataset as an input dataset and the transformed dataset as an output dataset, train an autoencoder comprising a latent vector to transform the input dataset from the first format to the second format, determine, by a statistical model based on an output of the trained autoencoder and the input dataset, an accuracy of the trained autoencoder, and determine that the accuracy of the trained autoencoder exceeds a threshold accuracy.
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