Journal of Healthcare Engineering / 2019 / Article / Tab 7

Research Article

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

Table 7

Comparison with other literatures.

MethodsRecordingsMeasures
Acc (%)PPV (%)Se (%)Sp (%)γ (%)

Shyu et al. [27]111, 115, 116, 119, 221, 230, 23197.0499.02
Li et al. [6]98.066.099.7
Zarei et al. [5]99.3590.9410099.3399.33
Proposed method99.3299.4499.1999.4598.64

Lim [28]115, 116, 119, 221, 230, 23199.899.2
Li et al. [6]99.779.099.6
Zarei et al. [5]99.7496.6510099.7299.72
Proposed method99.8199.3499.0999.3498.43

Llamedo and Martínez [8]All recordings of DS298.1687.9782.9499.2182.15
Zhang et al. [9]98.6392.7585.4899.5485.02
Zarei et al. [5]98.7786.4896.1298.9695.08
Zhou et al. [7]99.4193.5597.5999.5497.13
Proposed method96.3895.4697.8897.5695.45

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