Research Article
Evaluation of the Processing Times in Anuran Sound Classification
Table 5
Time analysis of the classification stage.
| | Classifier | Classification time
(µs) | Normalized time
(%) | Speed
(classif. per frame) | Accuracy
(MPEG-7) |
| | MinDis | 15 | 0.15% | 690 | 58.73% | | MaxLik | 1175 | 11.75% | 9 | 86.24% | | DecTr | 7 | 0.07% | 1389 | 91.53% | | kNN | 207 | 2.07% | 48 | 82.01% | | SVM | 27 | 0.27% | 372 | 82.01% | | LogReg | 7 | 0.07% | 1515 | 76.72% | | Neur | 8 | 0.08% | 1333 | 75.66% | | Discr | 8 | 0.08% | 1299 | 77.78% | | Bayes | 7 | 0.07% | 1449 | 80.95% |
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