Machine Learning-Based Model to Predict Heart Disease in Early Stage Employing Different Feature Selection Techniques

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Selected feature</td><td class="align_center">Selected features</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">SF1</td><td class="align_center">Age, sex, CPT, RBP, CM, FBS, REC, MHR, EIA, OP, PES, NMV, TS</td></tr><tr><td class="align_left">SF2</td><td class="align_center">Age, sex, CPT, CM, MHR, EIA, OP, PES, NMV, TS</td></tr><tr><td class="align_left">SF3</td><td class="align_center">Age, sex, CPT, MHR, EIA, OP, PES, NMV, TS</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

BioMed Research International

tab6

Table 6

Table 6: Machine Learning-Based Model to Predict Heart Disease in Early Stage Employing Different Feature Selection Techniques 