Improved multi-class classification approach for imbalanced big data on spark
Tinku Singh, Riya Khanna, Satakshi, Manish Kumar
Topics & Concepts
OversamplingComputer scienceSPARK (programming language)Data miningNaive Bayes classifierBig dataClass (philosophy)Random forestSampling (signal processing)Machine learningProcess (computing)Sample (material)Block (permutation group theory)Artificial intelligenceSupport vector machineProgramming languageMathematicsBandwidth (computing)Computer networkOperating systemGeometryFilter (signal processing)ChemistryChromatographyComputer visionImbalanced Data Classification TechniquesData Stream Mining TechniquesText and Document Classification Technologies