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Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets.

, , and . Expert Syst. Appl., (2020)

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Using Background Knowledge for Graph Based Learning: A Case Study in Chemoinformatics., and . IMECS, page 153-157. Newswood Limited, (2007)Classifying Uncovered Examples by Rule Stretching., and . ILP, volume 2157 of Lecture Notes in Computer Science, page 41-50. Springer, (2001)Maximizing the Area under the ROC Curve with Decision Lists and Rule Sets.. SDM, page 27-34. SIAM, (2007)Integration of data mining and multi-objective optimisation for decision support in production systems development., , , and . Int. J. Computer Integrated Manufacturing, 27 (9): 824-839 (2014)Boosting interval based literals., , and . Intell. Data Anal., 5 (3): 245-262 (2001)A study on class-specifically discounted belief for ensemble classifiers., , and . MFI, page 614-619. IEEE, (2008)Ensembles of randomized trees using diverse distributed representations of clinical events., , , and . BMC Medical Informatics Decis. Mak., 16 (S-2): 69 (2016)Evaluating different approaches to calibrating conformal predictive systems., , , and . COPA, volume 128 of Proceedings of Machine Learning Research, page 134-150. PMLR, (2020)Interpretable and specialized conformal predictors., , , and . COPA, volume 105 of Proceedings of Machine Learning Research, page 3-22. PMLR, (2019)Mondrian conformal predictive distributions., , and . COPA, volume 152 of Proceedings of Machine Learning Research, page 24-38. PMLR, (2021)