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In-Depth Information
Table 8.6.
Number of true positive (TP), false positive (FP), false negative (FN),
precision (P), recall (R), and F-measure (F) on a page as well as on a sequence level
after separation. Final Model.
Page level
Sequence level
TP FP FN
P
R
F1
TP FP FN
P
R
F1
Form A
207
4
1 0.98 1.00 0.99
108
9
8 0.92 0.93 0.93
Form B
13
0
0 1.00 1.00 1.00
4
0
0 1.00 1.00 1.00
Form C
151
9
7 0.94 0.96 0.95
79
24 13 0.77 0.86 0.81
Form D
171
0 10 1.00 0.94 0.97
108
10 12 0.92 0.90 0.91
Form E
2
0
0 1.00 1.00 1.00
2
0
0 1.00 1.00 1.00
Form F
15
0
0 1.00 1.00 1.00
12
0
0 1.00 1.00 1.00
Form G
100
0
0 1.00 1.00 1.00
22
0
0 1.00 1.00 1.00
Form H
56
0
0 1.00 1.00 1.00
53
0
0 1.00 1.00 1.00
Form I
6
0
0 1.00 1.00 1.00
6
0
0 1.00 1.00 1.00
Form J
14
0
0 1.00 1.00 1.00
14
0
0 1.00 1.00 1.00
Form K
10
3
0 0.77 1.00 0.87
10
3
0 0.77 1.00 0.87
Form L
74 11 12 0.87 0.86 0.87
21
9
7 0.70 0.75 0.72
Form M
52 11 10 0.83 0.84 0.83
18
6
4 0.75 0.82 0.78
Form N
13
0
0 1.00 1.00 1.00
13
0
0 1.00 1.00 1.00
Form O
2
1
3 0.67 0.40 0.50
1
2
3 0.33 0.25 0.29
Form P
167
8
4 0.95 0.98 0.97
106
23 11 0.82 0.91 0.86
Form Q
22
0
0 1.00 1.00 1.00
22
0
0 1.00 1.00 1.00
Form R
51
0
0 1.00 1.00 1.00
16
0
0 1.00 1.00 1.00
Form S
1
5
0 0.17 1.00 0.29
1
5
0 0.17 1.00 0.29
Form T
226
0
0 1.00 1.00 1.00
66
0
0 1.00 1.00 1.00
Form U
64
4
2 0.94 0.97 0.96
48
8
4 0.86 0.92 0.89
Form V
4
2
1 0.67 0.80 0.73
0
6
2 0.00 0.00 0.00
Form W
9
3
1 0.75 0.90 0.82
9
3
1 0.75 0.90 0.82
Form X
55
0
0 1.00 1.00 1.00
28
0
0 1.00 1.00 1.00
Form Y
376
4 13 0.99 0.97 0.98
248
18 15 0.93 0.94 0.94
Form Z
26
0
1 1.00 0.96 0.98
6
3
2 0.67 0.75 0.71
Form AA
326
8
8 0.98 0.98 0.98
26
18
7 0.59 0.79 0.68
Form AB
26
0
0 1.00 1.00 1.00
21
5
1 0.81 0.95 0.88
Form AC
332
0
2 1.00 0.99 1.00
20
2
2 0.91 0.91 0.91
Form AD
17
2
0 0.89 1.00 0.94
17
2
0 0.89 1.00 0.94
Σ
2588 75 75
-
-
— 1105 156 92
-
-
-
Micro averages
-
-
- 0.97 0.97 0.97
-
-
- 0.88 0.92 0.90
Macro averages
-
-
- 0.91 0.95 0.92
-
-
- 0.82 0.89 0.84
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