| Method . | Network model . | Fashion-MNIST . | CIFAR10 . |
|---|---|---|---|
| CNN constructed by intelligent algorithm | RSCNN BASCNN GACNN PSOCNN DECNN EvoCNN (Real et al., 2017) CNN-GA (Aszemi & Dominic, 2019) CNN-DPSO (Guo et al., 2020) | 92.94 93.09 93.09 93.05 93.26 92.72 – 92.91 | 83.00 89.36 88.81 88.81 88.81 – 80.62 – |
| The network model constructed by this algorithm | LACHSCNN | 93.34 | 90.25 |
| Method . | Network model . | Fashion-MNIST . | CIFAR10 . |
|---|---|---|---|
| CNN constructed by intelligent algorithm | RSCNN BASCNN GACNN PSOCNN DECNN EvoCNN (Real et al., 2017) CNN-GA (Aszemi & Dominic, 2019) CNN-DPSO (Guo et al., 2020) | 92.94 93.09 93.09 93.05 93.26 92.72 – 92.91 | 83.00 89.36 88.81 88.81 88.81 – 80.62 – |
| The network model constructed by this algorithm | LACHSCNN | 93.34 | 90.25 |
| Method . | Network model . | Fashion-MNIST . | CIFAR10 . |
|---|---|---|---|
| CNN constructed by intelligent algorithm | RSCNN BASCNN GACNN PSOCNN DECNN EvoCNN (Real et al., 2017) CNN-GA (Aszemi & Dominic, 2019) CNN-DPSO (Guo et al., 2020) | 92.94 93.09 93.09 93.05 93.26 92.72 – 92.91 | 83.00 89.36 88.81 88.81 88.81 – 80.62 – |
| The network model constructed by this algorithm | LACHSCNN | 93.34 | 90.25 |
| Method . | Network model . | Fashion-MNIST . | CIFAR10 . |
|---|---|---|---|
| CNN constructed by intelligent algorithm | RSCNN BASCNN GACNN PSOCNN DECNN EvoCNN (Real et al., 2017) CNN-GA (Aszemi & Dominic, 2019) CNN-DPSO (Guo et al., 2020) | 92.94 93.09 93.09 93.05 93.26 92.72 – 92.91 | 83.00 89.36 88.81 88.81 88.81 – 80.62 – |
| The network model constructed by this algorithm | LACHSCNN | 93.34 | 90.25 |
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