Weighted Metrics, Scoring Functions and Performance Measures for Machine Learning

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Documentation for package ‘MetricsWeighted’ version 0.2.0

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accuracy Accuracy
AUC Area under the ROC
classification_error Classification Error
deviance_bernoulli Bernoulli Deviance
deviance_gamma Gamma Deviance
deviance_normal Normal Deviance
deviance_poisson Poisson Deviance
deviance_tweedie Tweedie Deviance
f1_score F1 Score
gini_coefficient Gini Coefficient
logLoss Log Loss/Binary Cross Entropy
mae Mean Absolute Error
mape Mean Absolute Percentage Error
medae Median Absolute Error
mse Mean-Squared Error
performance Performance
precision Precision
recall Recall
rmse Root-Mean-Squared Error
r_squared Pseudo R-Squared
weighted_mean Weighted Mean
weighted_median Weighted Median
weighted_quantile Weighted Quantiles