META-INF.services.com.arosbio.ml.metrics.Metric Maven / Gradle / Ivy

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Conformal AI package, including all data IO, transformations, machine learning models and predictor classes. Without inclusion of chemistry-dependent code.

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# Classification
com.arosbio.ml.metrics.classification.ClassifierAccuracy
com.arosbio.ml.metrics.classification.BalancedAccuracy
#com.arosbio.ml.metrics.classification.BinaryBrierScore
com.arosbio.ml.metrics.classification.BrierScore
com.arosbio.ml.metrics.classification.LogLoss
com.arosbio.ml.metrics.classification.F1Score
com.arosbio.ml.metrics.classification.Precision
com.arosbio.ml.metrics.classification.Recall
com.arosbio.ml.metrics.classification.NPV
com.arosbio.ml.metrics.classification.ROC_AUC



# Regression
com.arosbio.ml.metrics.regression.MAE
com.arosbio.ml.metrics.regression.R2
com.arosbio.ml.metrics.regression.RMSE


# CP 
com.arosbio.ml.metrics.cp.CPAccuracy


# CP Classification
com.arosbio.ml.metrics.cp.classification.AverageC
com.arosbio.ml.metrics.cp.classification.ObservedFuzziness
com.arosbio.ml.metrics.cp.classification.BalancedObservedFuzziness
com.arosbio.ml.metrics.cp.classification.UnobservedConfidence
com.arosbio.ml.metrics.cp.classification.UnobservedCredibility
com.arosbio.ml.metrics.cp.classification.ProportionMultiLabelPredictions
com.arosbio.ml.metrics.cp.classification.ProportionSingleLabelPredictions
com.arosbio.ml.metrics.cp.classification.CPClassificationCalibrationPlotBuilder
com.arosbio.ml.metrics.cp.classification.EmptyLabelPredictionsPlotBuilder
com.arosbio.ml.metrics.cp.classification.MultiLabelPredictionsPlotBuilder
com.arosbio.ml.metrics.cp.classification.SingleLabelPredictionsPlotBuilder


# CP Regression
com.arosbio.ml.metrics.cp.regression.ConfidenceGivenPredictionIntervalWidth
com.arosbio.ml.metrics.cp.regression.CPRegressionCalibrationPlotBuilder
com.arosbio.ml.metrics.cp.regression.CPRegressionEfficiencyPlotBuilder
com.arosbio.ml.metrics.cp.regression.MeanPredictionIntervalWidth
com.arosbio.ml.metrics.cp.regression.MedianPredictionIntervalWidth


# VAP Classification
com.arosbio.ml.metrics.vap.MeanVAPInterval
com.arosbio.ml.metrics.vap.MedianVAPInterval
com.arosbio.ml.metrics.vap.VAPCalibrationPlotBuilder