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finish hw2
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maplezzz committed Sep 17, 2018
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![](https://github.com/maplezzz/ML2017S_Hung-yi-Lee_HW/blob/master/HW2/output/TrainProcess.png)
随着epoch-time的增多,loss不断减小,最后valid accuracy为0.852858, test accuracy为0.852343,优于Probability Generative Model这是因为这个模型下不需要假设采样数据的分布

**Neural Network**
**Neural Network**
使用keras三层的fully-connected neural network,使用的loss是binary_crossentropy,activation='sigmoid',optimizer='adam',前两层都是600个units,batch-size=32, epoch-times=50
最后在valid set上的acc=0.9084, test-set上的acc为0.8426

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