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In-Depth Information
Table 11.3
The summary of relevant properties of the UCR time series datasets
Data set
BN
1
BN
10
(
%
)
Size
|
C
|
S
N
1
(
x
)
(
%
)
max
N
1
(
x
)
S
N
10
(
x
)
max
N
10
(
x
)
RImb
P
(
c
M
)
(%)
50words
905
50
1.26
19.6
5
0.66
36.2
33
0.16
4.2
Adiac
781
37
1.16
33.5
6
0.36
51.8
28
0.02
3.7
Beef
60
5
0.40
50
3
0.25
62
18
0.0
20.0
Car
120
4
1.72
24.2
6
1.57
39.2
42
0.0
25
CBF
930
3
3.18
0.0
22
1.44
0.1
57
0.0
33.3
ChlorineConcentration
4307
3
0.0
0
2
0.50
31.6
21
0.30
53.6
CinC-ECG-torso
1420
4
0.57
0.0
5
0.08
0.1
25
0.0
25
Coffee
56
2
0.25
3.6
3
−
0.27
31.6
19
0.04
51.8
Cricket-X
780
12
1.26
16.7
6
0.38
33.1
28
0.0
8.3
Cricket-Y
780
12
1.26
18.2
6
0.47
34.9
30
0.0
8.3
Cricket-Z
780
12
1.00
15.9
5
0.37
33.2
27
0.0
8.3
DiatomSizeReduction
332
4
0.86
0.1
5
0.36
0.1
23
0.19
30.7
ECG200
200
2
1.31
12.0
6
0.24
19.7
25
0.33
66.5
ECGFiveDays
884
2
0.68
0.01
4
−
0.01
0.04
25
0.0
50
FaceFour
112
4
1.80
4.5
7
0.40
13.5
26
0.09
30.4
FacesUCR
2250
14
1.19
1.4
6
0.75
5.3
36
0.12
14.5
FISH
350
7
1.47
18.6
6
0.83
33.5
36
0.0
14.3
Gun-Point
200
2
0.62
2.0
4
0.31
5.2
23
0.0
50.0
Haptics
463
5
1.36
53.6
6
0.85
60.9
35
0.04
21.6
InlineSkate
650
7
1.11
43.1
6
0.42
59.3
28
0.09
18.0
ItalyPowerDemand
1096
2
1.30
4.5
6
0.83
5.1
46
0.01
50.1
(continued)
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