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gaussic avatar gaussic commented on May 21, 2024

只要数据量大,只要计算量足,用深度学习分10000个类都不是问题。

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kifish avatar kifish commented on May 21, 2024

个人认为,若数据量很小,例如每个类别的样本数是仅有几十,那么用svm,softmax这种模型比较好。若数据量中等,用xgboost这种模型比较好。如果数据量足够多,则用深度学习。

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Rokie-33 avatar Rokie-33 commented on May 21, 2024

非常感谢,已经做了初步的运行,但是效果还不是很好,优化中

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coleyangsecure avatar coleyangsecure commented on May 21, 2024

@Rokie-33 你好,我也在做同样的项目,用企业经营范围进行国标行业分类。可以聊聊。

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Rokie-33 avatar Rokie-33 commented on May 21, 2024

@coleyangsecure 可以呀,我现在使用这个模型进行了20个大类分类,准确率只有85%,并且数据都是现爬的,有点不够用,你用的什么数据呀

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coleyangsecure avatar coleyangsecure commented on May 21, 2024

@Rokie-33 加我qq说吧,342674595

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