Research Article

Machine Learning Technology-Based Heart Disease Detection Models

Table 2

Confusion metrics analysis for applying classifier.

Model nameLabelPredictive negativePredictive positive

Naïve Bayes and weighted approachActual negative63146214
Actual positive50765142

2 SVM’s and XGBoostActual negative63146014
Actual positive54105142

SVM and DOActual negative58975001
Actual positive45174221

XGBoostActual negative57945001
Actual positive48764221