US 11,995,573 B2
Artificial intelligence system providing interactive model interpretation and enhancement tools
Shikhar Gupta, Seattle, WA (US); Shriram Venkataramana, Seattle, WA (US); Sri Kaushik Pavani, Redmond, WA (US); and Sunny Dasgupta, Redmond, WA (US)
Assigned to Amazon Technologies, Inc, Seattle, WA (US)
Filed by Amazon Technologies, Inc., Seattle, WA (US)
Filed on Apr. 21, 2023, as Appl. No. 18/305,278.
Application 18/305,278 is a continuation of application No. 16/742,746, filed on Jan. 14, 2020, granted, now 11,669,753.
Prior Publication US 2023/0252325 A1, Aug. 10, 2023
Int. Cl. G06F 7/00 (2006.01); G06F 16/28 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01)
CPC G06N 5/04 (2013.01) [G06F 16/285 (2019.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
causing to be presented, via one or more programmatic interfaces by a service of a cloud computing environment, a prediction generated by a first machine learning model for a particular input record;
obtaining, by the service via the one or more programmatic interfaces, a request for additional information pertaining to the prediction generated for the particular input record; and
causing to be presented, by the service via the one or more programmatic interfaces, in response to said obtaining, an indication of (a) one or more other input records of the first machine learning model which meet a similarity criterion with respect to the particular input record and (b) respective predictions generated by the first machine learning model with respect to individual ones of the one or more other input records.