Skip to main content

Table 3 Comparison of average classification result from 13 classifier in different feature size snake database with 5% train and 95% test of the total samples

From: Discriminative histogram taxonomy features for snake species identification

Feature size % Correct F-score AUC Precision (%) Recall (%)
1 43.69 ± 1.51 0.55 ± 0.00 0.55 ± 0.02 39 ± 0.02 95 ± 0.03
2 63.16 ± 1.83 0.81 ± 0.01 0.75 ± 0.02 64 ± 0.02 91 ± 0.03
3 72.41 ± 2.38 0.89 ± 0.01 0.84 ± 0.03 79 ± 0.03 92 ± 0.02
4 73.73 ± 3.01 0.93 ± 0.01 0.88 ± 0.03 86 ± 0.05 93 ± 0.01
5 75.23 ± 2.65 0.93 ± 0.01 0.88 ± 0.03 85 ± 0.05 93 ± 0.02
6 76.81 ± 2.83 0.94 ± 0.01 0.89 ± 0.03 85 ± 0.04 95 ± 0.02
7 77.21 ± 2.82 0.94 ± 0.01 0.89 ± 0.02 85 ± 0.03 94 ± 0.01
8 77.86 ± 2.84 0.94 ± 0.01 0.90 ± 0.03 86 ± 0.04 94 ± 0.01
9 77.89 ± 2.95 0.94 ± 0.02 0.89 ± 0.03 84 ± 0.05 96 ± 0.03
10 77.82 ± 2.96 0.94 ± 0.02 0.89 ± 0.03 84 ± 0.05 95 ± 0.03
11 77.65 ± 2.92 0.94 ± 0.02 0.89 ± 0.03 84 ± 0.05 91 ± 0.03
12 77.76 ± 3.03 0.94 ± 0.02 0.88 ± 0.03 84 ± 0.05 92 ± 0.03
13 78.05 ± 2.97 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 93 ± 0.03
14 77.66 ± 2.95 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 93 ± 0.03
15 78.80 ± 3.05 0.94 ± 0.02 0.89 ± 0.03 83 ± 0.05 95 ± 0.03
16 78.19 ± 3.14 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 94 ± 0.04
17 78.31 ± 3.03 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 94 ± 0.04
18 78.29 ± 3.06 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
19 78.05 ± 2.93 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
20 78.00 ± 2.94 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
21 78.44 ± 2.55 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
22 78.52 ± 2.74 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
23 78.61 ± 2.80 0.94 ± 0.02 0.88 ± 0.03 83 ± 0.05 96 ± 0.04
24 78.47 ± 2.79 0.94 ± 0.02 0.88 ± 0.03 82 ± 0.05 96 ± 0.04
25 78.41 ± 2.84 0.94 ± 0.02 0.88 ± 0.03 82 ± 0.05 95 ± 0.04
26 78.24 ± 2.85 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
27 78.10 ± 2.87 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
28 78.09 ± 2.89 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
29 78.03 ± 2.90 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
30 78.05 ± 2.89 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
31 77.99 ± 2.92 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
32 77.97 ± 2.92 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
33 77.96 ± 2.94 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
34 77.90 ± 2.91 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
35 77.83 ± 2.95 0.94 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
36 77.74 ± 2.99 0.93 ± 0.02 0.87 ± 0.03 82 ± 0.05 95 ± 0.04
37 77.67 ± 2.98 0.93 ± 0.02 0.87 ± 0.03 82 ± 0.05 94 ± 0.04
38 77.55 ± 2.96 0.93 ± 0.02 0.87 ± 0.03 82 ± 0.05 94 ± 0.04