Table 2
Overview of the dataset for constructing ASC models [hours].
Class
Training
Validation
Testing
Total
Absence
8.4
2.1
2.6
13.1
Cooking
1.0
0.2
0.3
1.5
Dishwashing
0.3
0.1
0.1
0.5
Eating
0.5
0.1
0.2
0.8
Other
0.6
0.2
0.2
1.0
Social activity
1.0
0.3
0.3
1.6
Vacuum cleaner
0.2
0.1
0.1
0.3
Watching TV
8.3
2.1
2.6
13.0
Working
7.9
2.0
2.5
12.3
Total
28.2
7.1
8.8
44.1
Class
Training
Validation
Testing
Total
Absence
8.4
2.1
2.6
13.1
Cooking
1.0
0.2
0.3
1.5
Dishwashing
0.3
0.1
0.1
0.5
Eating
0.5
0.1
0.2
0.8
Other
0.6
0.2
0.2
1.0
Social activity
1.0
0.3
0.3
1.6
Vacuum cleaner
0.2
0.1
0.1
0.3
Watching TV
8.3
2.1
2.6
13.0
Working
7.9
2.0
2.5
12.3
Total
28.2
7.1
8.8
44.1
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