Journal of Healthcare Engineering / 2019 / Article / Tab 5

Research Article

Intelligent Analysis of Premature Ventricular Contraction Based on Features and Random Forest

Table 5

Comparison of experimental results of 6 classifiers.

ClassifierAcc (%)PPV (%)Se (%)Sp (%)γ (%)

KNN95.0496.7997.2797.2694.55
LR95.8296.1097.4697.4595.10
NB93.5995.7096.0596.0692.11
MLP96.2297.2697.7797.0294.99
DT94.6296.3896.1896.3692.54
RF96.3895.4697.8897.5695.45

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