Table 1.
Technique for extracting features | Output classification | Accuracy | Precision | Recall | Measure | Gmean |
---|---|---|---|---|---|---|
SURF | K-nearest Neighbourhood | 66.12 | 63.12 | 71.44 | 63.75 | 61.91 |
Naïve Bayes | 78.48 | 74.44 | 73.12 | 73.36 | 76.68 | |
Discrete transform | 82.11 | 83.52 | 81.13 | 82.72 | 82.11 | |
Support vector machine | 86.12 | 85.83 | 86.78 | 81.37 | 82.75 | |
Proposed | 89.13 | 86.23 | 81.47 | 85.38 | 85.17 |