ignite.contrib.metrics ====================== Contrib module metrics ---------------------- .. currentmodule:: ignite.contrib.metrics .. autosummary:: :nosignatures: :toctree: ../generated AveragePrecision CohenKappa GpuInfo PrecisionRecallCurve ROC_AUC RocCurve Regression metrics ------------------ .. currentmodule:: ignite.contrib.metrics.regression .. automodule:: ignite.contrib.metrics.regression Module :mod:`ignite.contrib.metrics.regression` provides implementations of metrics useful for regression tasks. Definitions of metrics are based on `Botchkarev 2018`_, page 30 "Appendix 2. Metrics mathematical definitions". .. _`Botchkarev 2018`: https://arxiv.org/ftp/arxiv/papers/1809/1809.03006.pdf Complete list of metrics: .. currentmodule:: ignite.contrib.metrics.regression .. autosummary:: :nosignatures: :toctree: ../generated CanberraMetric FractionalAbsoluteError FractionalBias GeometricMeanAbsoluteError GeometricMeanRelativeAbsoluteError ManhattanDistance MaximumAbsoluteError MeanAbsoluteRelativeError MeanError MeanNormalizedBias MedianAbsoluteError MedianAbsolutePercentageError MedianRelativeAbsoluteError R2Score WaveHedgesDistance