Amazon Technologies, Inc.

Polly Po Yee Lee

Jin Li

Leo Parker Dirac

Sriram Krishnan

Aleksandr Mikhaylovich Ingerman

Robert Matthias Steele

Nicolle M Correa

Saman Zarandioon

Donghui Zhuo

Tianming Zheng

Charles Eric Dannaker

Sudhakar Rao Puvvadi

Ariel Grob Dos Santos

Vikas Seshagiri Rao Bhardwaj

Gunashekar Jayaraman

Tarun Agarwal

Daniel Blick

Jared Kramer

Sheng Bi

Rakesh Ramakrishnan

Hung Chiu Phillip Keung

Jun Qian

Kapil Chahal

Jason Sun

Dhvani Yogesh Shah

Anirban Chakraborty

Michael Brueckner

Ralf Herbrich

A first data set corresponding to an evaluation run of a model is generated at a machine learning service for display via an interactive interface. The data set includes a prediction quality metric. A target value of an interpretation threshold associated with the model is determined based on a detection of a particular client's interaction with the interface. An indication of a change to the prediction quality metric that results from the selection of the target value may be initiated.

Interactive interfaces for machine learning model evaluations

Disclosed are various embodiments for an automated service agent. Natural language inputs are obtained from a client. The natural language inputs and other data are input to machine learning models to identify intents reflected in the natural language inputs. A state in a workflow is updated to reflect the identified intents. Responses may be communicated to the client to further progress in the workflow.

Language based solution agent

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Seattle, WA, United States of America

Polly Po Yee Lee