Table 3 A comparison between the proposed approach and the PSO and GA methods for galaxy image retrieval.
From: Automatic Detection of Galaxy Type From Datasets of Galaxies Image Based on Image Retrieval Approach
Dataset | Proposed approach | PSO | GA | |||
|---|---|---|---|---|---|---|
Recall | Precision | Recall | Precision | Recall | Precision | |
Elliptical | 92.68 | 97.43 | 90 | 85.36 | 82.60 | 97.44 |
Spiral Edge | 97.50 | 100 | 100 | 100 | 97.50 | 100 |
Spiral | 96.87 | 79.48 | 91.42 | 96.96 | 96.66 | 74.35 |
Irregular | 90.69 | 100 | 92.85 | 90.69 | 97.50 | 100 |
Avg. Time (s) | 292.0 | 508.1 | 495.0 | |||
