Table 6 Class event frequency and duration in different parts of the dataset based on the expert reviews of videos

From: A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects

 

Train

Public test

Private test

Total

Start Hesitation

107 (39.8)a

53 (3.7)

16 (0.4)

176 (43.9)

Turn

1948 (316.4)

630 (113.2)

309 (39.5)

2,887 (469.1)

Walk

395 (43.5)

262 (22.5)

66 (3.1)

723 (69.1)

Notype

1032 (83.2)

–

–

1032 (83.2)

Total

3482 (482.9)

945 (139.4)

391 (43)

4818 (665.3)

  1. aEntries are the number of FOG events (time [min]).
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