diff --git a/Basic classification: Classify images of clothing.md b/Basic classification: Classify images of clothing.md index a67ffa3b74f1ee3f1a121b401818465c8b8330fb..e1b84827a47fe7d058564f65ce53865dfdcc0fcd 100644 --- a/Basic classification: Classify images of clothing.md +++ b/Basic classification: Classify images of clothing.md @@ -81,4 +81,6 @@ test_loss, test_acc = model.evaluate(test_images, test_labels, verbose=2) ![](https://maoxianxin1996.oss-accelerate.aliyuncs.com/codechina1/20210720153736.png) -如上图所示,train_acc=0.91,test_acc=0.88,0.88 < 0.91 并且差距不小,造成这个的原因是过拟合,意思就是模型在训练集上的表现比测试集上的好,有一部分原因是模型记住了训练集的数据和其中的noise,从而对新数据的预测造成负面影响 \ No newline at end of file +如上图所示,train_acc=0.91,test_acc=0.88,0.88 < 0.91 并且差距不小,造成这个的原因是过拟合,意思就是模型在训练集上的表现比测试集上的好,有一部分原因是模型记住了训练集的数据和其中的noise,从而对新数据的预测造成负面影响 + +代码地址: https://codechina.csdn.net/csdn_codechina/enterprise_technology/-/blob/master/Basic%20classification:%20Classify%20images%20of%20clothing.md \ No newline at end of file