Oversampling method via adaptive double weights and Gaussian kernel function for the transformation of unbalanced data in risk assessment of cardiovascular disease
Congjun Rao, Xi Wei, Xinping Xiao, Yu Shi, Mark Goh
Topics & Concepts
OversamplingTransformation (genetics)Kernel (algebra)Gaussian functionGaussianComputer scienceFunction (biology)DiseaseMathematicsMedicineArtificial intelligencePattern recognition (psychology)StatisticsData miningInternal medicineDiscrete mathematicsBiologyBandwidth (computing)PhysicsEvolutionary biologyBiochemistryGeneQuantum mechanicsComputer networkImbalanced Data Classification TechniquesArtificial Intelligence in HealthcareStatistical Methods in Epidemiology