Boosting Machine Learning Accuracy for Cardiac Disease Prediction: The Role of Advanced Feature Engineering and Model Optimization
Omair Bilal, Arash Hekmat, Inzamam Shahzad, Asif Raza, Saif Ur Rehman Khan
Topics & Concepts
VotingRandom forestBoosting (machine learning)Computer scienceMachine learningArtificial intelligenceSupport vector machineEnsemble learningFeature selectionMajority ruleEnsemble forecastingFeature (linguistics)Weighted votingData miningRandom subspace methodStatistical classificationGradient boostingIdentification (biology)Selection (genetic algorithm)Pattern recognition (psychology)Lasso (programming language)Model selectionFeature vectorFeature extractionAdaBoostArtificial Intelligence in HealthcareMachine Learning in HealthcareECG Monitoring and Analysis