Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging
Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell
Topics & Concepts
UndersamplingOversamplingArtificial intelligenceMachine learningComputer scienceClass (philosophy)Random forestConvolutional neural networkSet (abstract data type)Pattern recognition (psychology)Data miningProgramming languageBandwidth (computing)Computer networkImbalanced Data Classification TechniquesArtificial Intelligence in Healthcare and EducationCOVID-19 diagnosis using AI