A novel ensemble method for classification in imbalanced datasets using split balancing technique based on instance hardness (sBal_IH)
Halimu Chongomweru, Asem Kasem
Topics & Concepts
UndersamplingOverfittingComputer scienceRandom forestMachine learningArtificial intelligenceEnsemble learningWeightingOversamplingClass (philosophy)AdaBoostNoise (video)Data miningPattern recognition (psychology)Support vector machineArtificial neural networkMedicineBandwidth (computing)Image (mathematics)RadiologyComputer networkImbalanced Data Classification TechniquesMachine Learning and Data ClassificationData Stream Mining Techniques