Complexity Measurement for Multitask Classification Problems in Machine Learning
Villuendas-Rey Y, Taylor R. Complexity Measurement for Multitask Classification Problems in Machine Learning. 2023, 00: 6-11. DOI: 10.1109/iscmi59957.2023.10458451.Peer-Reviewed Original ResearchClassification problemMachine learningHandling real-world scenariosReal-world scenariosRough set theoryComplexity measuresMachine learning methodsPublic datasetsGranular computingData quality measuresTarget labelsLearning methodsProblem spaceSet theoryMultitask problemsIncomplete datasetsProblem difficultyMachineQuality measuresDatasetPreliminary evaluationIntrinsic measureClassificationLearningMultitasking