Research Article

An Efficient Machine Learning Model Based on Improved Features Selections for Early and Accurate Heart Disease Predication

Table 6

Comparative analysis.

Matric
Classifier
Proposed workPrevious work
AccuracyAccuracy

SVM97.5%88%
KNN95%81%
LR91%89%
DT90%83%
NB88%83%
RF89%66%
SGD90%N/A