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. 2022 Nov 5;35(7):5479–5499. doi: 10.1007/s00521-022-07895-x

Table 5.

Performance of the ABHC and LAHC local search embedded SSD algorithm on extracted deep features from the VGG16 model. Classification accuracy is in %

Simulation Local search embedded SSD
SSD + LAHC SSD + ABHC
Classification accuracy No. of selected features Classification accuracy No. of selected features
1 94.19 52 96.43 32
2 94.64 59 95.98 30
3 94.28 53 96.43 35
4 93.98 56 95.54 34
5 93.86 47 95.98 31
Mean ± SD 94.19 ± 0.30 53 ± 5 96.07 ± 0.37 32 ± 2