• Patent Title: Automatic dataset preprocessing
  • Application No.: US17136525
    Application Date: 2020-12-29
  • Publication No.: US11755548B2
    Publication Date: 2023-09-12
  • Inventor: Kaoutar Sghiouer
  • Applicant: BULL SAS
  • Applicant Address: FR Les Clayes-sous-Bois
  • Assignee: BULL SAS
  • Current Assignee: BULL SAS
  • Current Assignee Address: FR Les Clayes-sous-Bois
  • Agency: ARC IP LAW, PC
  • Agent Joseph J. Mayo
  • Priority: FR 15808 2019.12.31
  • Main IPC: G06F16/215
  • IPC: G06F16/215
Automatic dataset preprocessing
Abstract:
The invention relates to a data processing method for preparing a dataset that includes a processor that receives a first plurality of data input streams to prepare an output dataset. The plurality of data input streams and the output dataset are different. The method includes standardizing the plurality of data input streams, encoding the normalized data, preprocessing missing data, and transmitting a preprocessed dataset. The invention further relates to a data processing system, and a recording medium on which the data processing program is recorded.
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