Table 3 In-data-set F1-score, in percentage points, on validation data sets.
From: Robust screening of atrial fibrillation with distribution classification
Algorithm | DiagnoStick | SPH | CinC |
|---|---|---|---|
XQRS34 | \(\mathbf {75.83}\ (\pm 2.23)\) | \(\mathbf {85.05}\ (\pm 1.24)\) | \(\mathbf {69.23}\ (\pm 2.75)\) |
Christov35 | \(52.81\ (\pm 7.08)\) | \(78.93\ (\pm 1.47)\) | \(55.29\ (\pm 7.60)\) |
Elgendi et al.36 | \(63.04\ (\pm 1.97)\) | \(74.05\ (\pm 2.40)\) | \(20.16\ (\pm 4.99)\) |
Hamilton37 | \(73.26\ (\pm 5.45)\) | \(76.26\ (\pm 1.73)\) | \(63.90\ (\pm 4.05)\) |
Rodrigues et al.38 | \(73.80\ (\pm 2.03)\) | \(84.06\ (\pm 1.16)\) | \(67.19\ (\pm 2.54)\) |
Zong et al.39 | \(18.80\ (\pm 4.94)\) | \(71.79\ (\pm 1.41)\) | \(52.92\ (\pm 2.62)\) |
Makowski et al.40 | \(73.54\ (\pm 3.77)\) | \(84.99\ (\pm 2.08)\) | \(64.51\ (\pm 4.46)\) |
Pan and Tompkins41 | \(71.68\ (\pm 3.35)\) | \(80.33\ (\pm 1.12)\) | \(65.02\ (\pm 4.53)\) |
