RiskAt80Cov#

class torch_uncertainty.metrics.classification.RiskAt80Cov(**kwargs)[source]#

Compute the risk at 80% coverage.

The risk at 80% coverage is the error rate among the 80% most confident predictions. Samples are ranked by descending top-class confidence and the error rate is computed over the top 80%.

This is a specific case of the more general RiskAtxCov metric, where the coverage level is fixed at 80%.

See also

  • RiskAtxCov : Parent class, the RiskAtxCov metric