Table 6.

Results for two-class classification.

Name	Acc	Acc Avg|Std	F1	F1 Avg|Std	AUC	AUC Avg|Std
QRS entropy, Raw signal, Raw signal entropy	90.9–89.6%	90.2%|0.5	90.7–89.3	90.0|0.5	96.6–95.5	96.3|0.4
Raw signal, Raw signal entropy	90.7–88.8%	89.8%|0.7	90.6–88.6	89.6|0.7	96.6–95.7	96.1|0.4
QRS entropy, Raw signal	90.6–89.2%	89.9%|0.5	90.4–89.1	89.7|0.5	96.6–95.4	96.1|0.5
QRS, QRS entropy, Raw signal	90.5–89.3%	90.0%|0.4	90.4–89.1	89.7|0.4	96.5–95.1	96.0|0.5
Raw signal	90.5–89.3%	90.0%|0.4	90.2–89.0	89.7|0.4	96.6–95.7	96.2|0.4
QRS	90.5–89.2%	89.7%|0.4	90.2–89.0	89.4|0.4	95.9–94.8	95.5|0.4
QRS, Raw signal entropy	90.5–88.2%	89.8%|0.9	90.3–88.0	89.5|0.9	96.2–95.0	95.7|0.4
QRS, QRS entropy, Raw signal entropy	90.2–89.0%	89.8%|0.4	89.9–88.8	89.5|0.4	96.3–95.8	96.0|0.2
QRS, QRS entropy, Raw signal, Raw signal entropy	90.2–89.3%	89.8%|0.4	90.1–89.0	89.6|0.4	96.5–95.6	96.0|0.4
QRS, Raw signal	90.2–88.7%	89.8%|0.6	90.1–88.6	89.5|0.6	96.4–95.6	96.0|0.3
QRS, QRS entropy	90.1–89.2%	89.7%|0.3	89.9–89.0	89.4|0.3	96.2–95.2	95.9|0.4
QRS, Raw signal, Raw signal entropy	89.9–88.9%	89.5%|0.4	89.6–88.7	89.3|0.3	96.5–95.1	95.9|0.6
QRS entropy	87.0–86.3%	86.5%|0.3	86.7–85.9	86.2|0.3	94.2–92.8	93.6|0.5
QRS entropy, Raw signal entropy	86.7–86.2%	86.6%|0.2	86.4–86.0	86.3|0.2	94.2–93.5	93.8|0.3
Raw signal entropy	83.9–82.1%	83.4%|0.7	83.5–81.6	82.9|0.7	91.6–90.2	91.1|0.5