Article | REF: R727 V1

Artificial intelligence evaluation

Author: Guillaume AVRIN

Publication date: February 10, 2023

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3. Measured characteristics of AI systems

3.1 Evaluation criteria

An evaluation criterion is a characteristic/property/attribute of a system that is considered to assess its value. The criteria most frequently used in AI are presented below.

  • Performance

    The performance of an AI system corresponds to the accuracy of its outputs. As specified in the VIM , a system will be considered accurate if it is faithful (low variability of outputs in the presence of low variability of input data) and fair (for low...

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Measured characteristics of AI systems