US 12,475,390 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. 24, 2024, as Appl. No. 18/645,257.
Application 18/645,257 is a continuation of application No. 18/305,278, filed on Apr. 21, 2023, granted, now 11,995,573.
Application 18/305,278 is a continuation of application No. 16/742,746, filed on Jan. 14, 2020, granted, now 11,669,753, issued on Jun. 6, 2023.
Prior Publication US 2024/0273389 A1, Aug. 15, 2024
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:
obtaining, at a cloud computing environment, a plurality of predictions generated by a machine learning model;
determining, at the cloud computing environment, that an explanatory data set for at least a subset of the plurality of predictions is to be provided; and
presenting, via one or more programmatic interfaces from the cloud computing environment, an explanatory data set for at least the subset, wherein the explanatory data set comprises a list of factors which contributed to predictions generated by the machine learning model for at least the subset, wherein the list is sorted based on respective extents to which individual factors contributed to the predictions generated by the machine learning model.