Table 6 ArI error for models separately trained and tested on the Dresden Sleep Dataset (DSDS), the first part of the Sleep Heart Health Study (SHHS1), the Multi-Ethnic Study of Atherosclerosis (MESA) and the MrOS Sleep Study (MrOS) datasets.

From: State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset

ArI error

DSDStest

SHHS1test

MESAtest

MrOStest

DSDStrain

4.37 (1.88–7.72)

2.18 (1.01–4.20)

8.87 (4.35–14.21)

9.78 (5.57–16.63)

SHHS1train

4.43 (2.00–8.91)

1.71 (0.75–3.27)

4.45 (1.82–8.21)

6.49 (3.56–10.46)

MESAtrain

7.20 (3.49–12.85)

2.86 (1.33–5.10)

3.20 (1.27–6.47)

5.62 (2.84–9.70)

MrOStrain

6.72 (2.93–12.56)

2.29 (0.99–4.57)

3.99 (1.75–7.14)

3.43 (1.63–6.04)

  1. Bold values indicate the lowest ArI error for each dataset.
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