Digital Signal Processing Reference
In-Depth Information
Table 12.3
Classification accuracy of ERNN2
Algorithm
ALS
PD
HD
Overall
Mean
(%)
Std.dev.
(%)
Range
(%)
Mean
(%)
Std.dev.
(%)
Range
(%)
Mean
(%)
Std.dev.
(%)
Range
(%)
Mean
(%)
Std.dev.
(%)
Range
(%)
BPNN
25
8
.
7
16.7-33.0
63
.
8
3
.
9
62
.
5-75
.
0
60
5
.
8
55.5-66.7
52.1
2.9
47.8-56.5
LVQ
37.5
9
.
5
28.6-50.0
12
.
9
14
.
6
0
.
0-42
.
9
56.1
19
.
2
33.3-88.9
36.7
6.1
30.4-47.8
LS-SVM
45.6
23
.
5
14.3-100.0
0
.
7
3
.
2
0
.
0-14
.
3
47.8
23
.
1
11.1-88.9
32.2
6.5
21.7-43.5
ERNN2
89.1
8
.
2
83.3-100.0
80
7
.
5
75
.
0-100
.
0
97.2
4
.
9
88.9-100
89.8
3.2
87.0-100.0
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