Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics

Mohamed S. Kraiem, María N. Moreno. Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics. In Francisco Javier Martínez de Pisón, Rubén Urraca-Valle, Héctor Quintián, Emilio Corchado, editors, Hybrid Artificial Intelligent Systems - 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings. Volume 10334 of Lecture Notes in Computer Science, pages 233-245, Springer, 2017. [doi]

Abstract

Abstract is missing.