On the selection of forecasting accuracy measures
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Operational Research Society"
DOI: 10.1080/01605682.2021.1892464
Abstract: A lot of controversy exists around the choice of the most appropriate error measure for assessing the performance of forecasting methods. While statisticians argue for the use of measures with good... read more here.
Keywords: selection forecasting; forecasting accuracy; accuracy measures;
Neg/pos-Normalized Accuracy Measures for Software Defect Prediction
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DOI: 10.1109/access.2022.3232144
Abstract: In evaluating the performance of software defect prediction models, accuracy measures such as precision and recall are commonly used. However, most of these measures are affected by neg/pos ratio of the data set being predicted,… read more here.
Keywords: accuracy measures; prediction; neg pos; defect prediction ... See more keywords
Spind: a package for computing spatially corrected accuracy measures
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DOI: 10.1111/ecog.02593
Abstract: Using an appropriate accuracy measure is essential for assessing prediction accuracy in species distribution modelling. Therefore, model evaluation as an analytical uncertainty is a challenging problem. Although a variety of accuracy measures for the assessment… read more here.
Keywords: spind package; presence absence; accuracy measures; accuracy ... See more keywords