nannyml.performance_estimation package
Subpackages
- nannyml.performance_estimation.confidence_based package
- Submodules
- nannyml.performance_estimation.confidence_based.cbpe module
- nannyml.performance_estimation.confidence_based.metrics module
BinaryClassificationAUROC
BinaryClassificationAccuracy
BinaryClassificationF1
BinaryClassificationPrecision
BinaryClassificationRecall
BinaryClassificationSpecificity
Metric
MetricFactory
MulticlassClassificationAUROC
MulticlassClassificationAccuracy
MulticlassClassificationF1
MulticlassClassificationPrecision
MulticlassClassificationRecall
MulticlassClassificationSpecificity
estimate_f1()
estimate_precision()
estimate_recall()
estimate_roc_auc()
estimate_specificity()
- nannyml.performance_estimation.confidence_based.results module
- Module contents
- Submodules
- nannyml.performance_estimation.direct_loss_estimation package
Module contents
Contains all performance estimation implementations and utilities.