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In-Depth Information
from
S
may appear more than once and some may not be included at all.
Table 9.2 indicates for each instance the number of times it was sampled
in every iteration.
Figure 9.2 presents the four trees that were built. The estimated
generalized accuracy of this forest rises from 59
.
64% to 77
.
19%
Table 9.2 The bagging sample sizes for the labor dataset.
Instance
Iteration 1
Iteration 2
Iteration 3
Iteration 4
1
1
1
2
1
1
1
1
3
2
1
1
1
4
1
1
5
1
2
1
6
2
1
1
7
1
1
1
8
1
1
1
9
2
10
1
1
2
11
1
1
12
1
1
1
13
1
1
2
14
1
1
2
15
1
1
1
16
2
3
2
1
17
1
18
1
2
2
1
19
1
2
20
1
3
21
2
1
1
22
2
1
1
23
1
2
1
24
1
1
1
25
2
2
1
2
26
1
1
1
1
27
1
28
2
1
1
1
29
1
1
1
30
1
1
31
1
1
3
32
2
1
2
33
1
1
34
2
2
1
35
2
36
1
1
1
1
37
2
1
38
2
1
1
(
Continued
)
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