Quality Metrics

In Intel® Data Analytics Acceleration Library (Intel® DAAL), a quality metric is a numerical characteristic or a set of connected numerical characteristics that represents the qualitative aspect of the result returned by an algorithm: a computed statistical estimate, model, or result of decision making.

Although quality metrics are algorithm-specific, a common set of quality metrics can be defined for classifier algorithms.

Quality metrics are optional. They are computed when the computation is explicitly requested.