2005, Metrics and Uncertainty - Data Leaders Brief

Measuring Validity and Reliability of Human Ratings

The Unofficial Google Data Science Blog

JULY 18, 2023

Once we’ve answered that, we will then define and use metrics to understand the quality of human-labeled data, along with a measurement framework that we call Cross-replication Reliability or xRR. We will follow the example of Janson and Olsson , and start from this generalized definition of the metric, which they call iota.

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Measurement Metrics Uncertainty Slice and Dice

Data Science, Past & Future

Domino Data Lab

JULY 22, 2019

You know, typically, when you think about running projects, running teams, in terms of setting the priorities for projects, in terms of describing, what are the key metrics for success for a project, that usually falls on product management. They learned about a lot of process that requires that you get rid of uncertainty.

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Data Leaders Brief

Measuring Validity and Reliability of Human Ratings

Data Science, Past & Future

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