Table 8.

Results for 20-class classification.

Name	Acc	Acc Avg|Std	F1	F1 Avg|Std	AUC	AUC Avg|Std
QRS, QRS entropy, Raw signal, Raw signal entropy	70.8–66.4%	67.6%|1.7	34.5–31.8	33.6|1.0	87.9–84.6	86.1|1.1
QRS, Raw signal	70.3–65.4%	67.5%|1.9	34.3–30.4	32.9|1.5	83.3–82.3	82.7|0.3
QRS, QRS entropy	70.2–66.6%	67.6%|1.5	37.0–31.7	34.1|2.0	87.0–84.7	85.7|0.9
QRS, QRS entropy, Raw signal	70.2–66.6%	68.5%|1.3	34.7–33.1	34.1|0.6	86.4–83.2	85.3|1.2
QRS, Raw signal entropy	69.7–65.3%	67.2%|1.6	36.3–31.3	33.9|2.0	86.8–84.1	85.2|1.1
QRS, QRS entropy, Raw signal entropy	69.6–66.5%	67.5%|1.3	36.3–32.7	34.5|1.4	86.2–85.0	85.7|0.5
QRS, Raw signal, Raw signal entropy	69.6–66.6%	68.2%|1.1	35.2–32.1	33.6|1.1	86.0–83.0	84.4|1.1
QRS entropy, Raw signal, Raw signal entropy	68.2–64.2%	66.2%|1.5	30.6–27.7	29.6|1.2	82.9–81.6	82.2|0.6
QRS	68.2–66.2%	67.1%|0.8	33.0–31.9	32.4|0.4	86.3–82.4	84.4|1.5
Raw signal, Raw signal entropy	66.3–63.0%	64.3%|1.2	29.8–26.9	28.0|1.1	82.1–77.6	79.5|1.8
QRS entropy, Raw signal	66.2–63.4%	65.1%|1.0	31.1–28.5	29.2|1.1	83.5–80.0	81.8|1.2
QRS entropy, Raw signal entropy	63.3–61.3%	62.0%|0.8	28.2–26.5	27.6|0.7	84.7–82.9	83.8|0.7
QRS entropy	62.3–58.8%	60.2%|1.4	25.7–22.2	23.9|1.5	82.8–80.5	82.0|0.9
Raw signal	62.0–59.9%	61.3%|0.8	26.9–24.4	25.6|0.9	76.0–73.7	75.1|1.1
Raw signal entropy	59.1–55.9%	57.2%|1.1	22.1–21.1	21.5|0.4	80.7–78.8	79.7|0.8