Invention Grant
- Patent Title: Evaluation of a training set
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Application No.: US15395261Application Date: 2016-12-30
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Publication No.: US11176481B2Publication Date: 2021-11-16
- Inventor: Xavier Grehant
- Applicant: DASSAULT SYSTEMES
- Applicant Address: FR Velizy Villacoublay
- Assignee: DASSAULT SYSTEMES
- Current Assignee: DASSAULT SYSTEMES
- Current Assignee Address: FR Velizy Villacoublay
- Agency: Oblon, McClelland, Maier & Neustadt, L.L.P.
- Priority: EP15307193 20151231
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F16/2455 ; G06F16/35

Abstract:
A computer-implemented method for assessing a potential divergence of an outcome predicted by a machine learning system including training a model on a first set of observations, each observation being associated with a target value, randomly generating a second set of observations, applying the trained model to the second set thereby obtaining a target value associated with each observation of the second set, indexing the first and second sets of observations and their associated target values into an index, receiving a first query allowing a selection of a subset of the first and second sets of observations, generating a second query, generating a third query that comprises the first query and an additional constraint, querying the index using the second and third queries, and returning a response to the second and third queries.
Public/Granted literature
- US20170193052A1 EVALUATION OF A TRAINING SET Public/Granted day:2017-07-06
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