公开(公告)号：US11593700B1

公开(公告)日：2023-02-28

申请号：US15719402

申请日：2017-09-28

Applicant: Amazon Technologies, Inc.

Inventor： Mohammed Hidayath Ansari ,  Avik Sinha ,  Kevin Michael Small

IPC: G06N20/00 ,  G06F3/0484 ,  G06N3/08

Abstract: At a machine learning service, a data structure generated during the training phase of a machine learning model, as well as an input records associated with a result of the model, are analyzed. A first informational data set pertaining to the result, which indicates an alternative result, is generated. The first informational data set is transmitted to a presentation device with a directive to display a visual representation of the data set. In response to an exploration request pertaining to the first informational data set, a second informational data set indicating one or more observations of a training data set used for the model is transmitted to the presentation device.