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. 2024 Dec 25;41(6):1153–1160. [Article in Chinese] doi: 10.7507/1001-5515.202309007

表 3. Experimental results of CNN models with different depths.

不同深度CNN模型的实验结果

模型 准确率 精确率 召回率 F1 Score
FCNN 30.18% 30.02% 30.40% 30.11%
CNN1 64.66% 67.17% 64.74% 64.72%
CNN2 83.23% 83.53% 83.57% 83.37%
CNN3 92.89% 93.16% 92.95% 92.99%
CNN4 95.15% 95.35% 95.14% 95.19%
CNN5 93.74% 94.01% 93.81% 93.78%