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A New Performance Evaluation Method for Two-Class Imbalanced Problems.

, , and . SSPR/SPR, volume 5342 of Lecture Notes in Computer Science, page 917-925. Springer, (2008)

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On the k-NN performance in a challenging scenario of imbalance and overlapping., , and . Pattern Anal. Appl., 11 (3-4): 269-280 (2008)Associative learning on imbalanced environments: An empirical study., , , and . Expert Syst. Appl., (2016)On the Suitability of Numerical Performance Measures for Class Imbalance Problems., , and . ICPRAM (1), page 310-313. SciTePress, (2012)Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data., , , , and . Expert Syst. Appl., (2020)Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure., , , and . IbPRIA (1), volume 11867 of Lecture Notes in Computer Science, page 249-256. Springer, (2019)Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods., , and . ICONIP (2), volume 7664 of Lecture Notes in Computer Science, page 60-67. Springer, (2012)Implementing a Novel Use of Multicriteria Decision Analysis to Select IIoT Platforms for Smart Manufacturing., , , , and . Symmetry, 12 (3): 368 (2020)Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays., and . LOPAL, page 1:1-1:6. ACM, (2018)Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems., , , and . MCPR, volume 6256 of Lecture Notes in Computer Science, page 180-188. Springer, (2010)A New Performance Evaluation Method for Two-Class Imbalanced Problems., , and . SSPR/SPR, volume 5342 of Lecture Notes in Computer Science, page 917-925. Springer, (2008)