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International Journal of Biomedical Imaging
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International Journal of Biomedical Imaging
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2022
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Article
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Tab 2
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Research Article
Content-Based Image Retrieval Using Colour, Gray, Advanced Texture, Shape Features, and Random Forest Classifier with Optimized Particle Swarm Optimization
Table 2
Performance Comparison of CGATMDOPSO and CGATSFRFOPSO (PASCAL VOC).
Performance metric
PASCAL dataset
Size of database
CGATMDOPSO
CGATSFRFOPSO
200
400
600
800
200
400
600
800
Accuracy
80.8989
92.6667
79.1489
78.0374
82.5843
92.0000
82.5532
80.3738
Precision
0.8092
0.9267
0.7915
0.7804
0.8258
0.9212
0.8258
0.8029
Recall
0.8095
0.9267
0.7915
0.7816
0.8262
0.9200
0.8253
0.8035
Execution time
98
105
115
125
90
95
100
113