Data Sets The Keweenaw Research Center The Keweenaw Research Center (KRC) is a multidisciplinary research center of Michigan Technological University (Michigan Tech) that is active across a broad ...

A new study from the Massachusetts Institute of Technology found label errors in ten of the most cited artificial intelligence data test sets. Researchers estimated an average of 3.4% errors across ...

2. Data Testing Data testing uses a set of rules to check if the data conforms to specific requirements. Data tests can be implemented throughout a data pipeline, from the ingestion point to the ...

The class will cover the understanding the properties of single test results and how they may be compared. There are many problems that arise from a misunderstanding of the properties of single data ...

Our understanding of progress in machine learning has been colored by flawed testing data. The 10 most cited AI data sets are riddled with label errors, according to a new study out of MIT, and it ...

Yann LeCun and other researchers have developed LiveBench, an open AI benchmark evaluating models using challenging, contamination-free test data.

The key to test sets is recording the data; collecting a history of performance in these sets to track progress. Historically this has been a combination of coaches and swimmers collecting ...