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Enumeration KnownRegressionPrimaryMetrics

Package version

Known values of RegressionPrimaryMetrics that the service accepts.

Index

Enumeration members

NormalizedMeanAbsoluteError

NormalizedMeanAbsoluteError: = "NormalizedMeanAbsoluteError"

The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales.

NormalizedRootMeanSquaredError

NormalizedRootMeanSquaredError: = "NormalizedRootMeanSquaredError"

The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales.

R2Score

R2Score: = "R2Score"

The R2 score is one of the performance evaluation measures for forecasting-based machine learning models.

SpearmanCorrelation

SpearmanCorrelation: = "SpearmanCorrelation"

The Spearman's rank coefficient of correlation is a nonparametric measure of rank correlation.

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