Real-Time Remote Patient Monitoring and Alarming System for Noncommunicable Lifestyle Diseases

Table 7

Accuracy assessment with K-fold cross-validation.

Classifier	Average accuracy (K-fold cross validation, )
Random forest	86.58
Logistic regression	86.41
Decision tree	76.72
K-nearest neighbor	84.54
Support vector machine	86.49
XGBoost	85.73