XAI–reduct: accuracy preservation despite dimensionality reduction for heart disease classification using explainable AI
Surajit Das, Mahamuda Sultana, S. D. Bhattacharya, Diganta Sengupta, Debashis De
Topics & Concepts
Artificial intelligenceComputer scienceClassifier (UML)Dimensionality reductionReductPattern recognition (psychology)Curse of dimensionalityMachine learningFeature (linguistics)Support vector machineHeart diseaseRough setMedicineCardiologyLinguisticsPhilosophyExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareArtificial Intelligence in Healthcare