调参记录

1. CNN双通道 + dropout=0.5 + 100dim

79.5%

2. CNN双通道 + dropout=0.7 + 300dim

80.34%

3. BiLSTM + 200hidden + 100dim + dropout=0.4

79.6%

4. embedding(300,modify) + dropout=0.5 + Bi-LSTM(dropout=0.2) + CNN(3,4,5)-100each + max-pooling + dropout=0.5 + linear

81.7%

5. embedding(300,modify) + dropout=0.5 + Bi-LSTM(dropout=0.2) + CNN(3,4,5,6,7)-200each + max-pooling + dropout=0.5 + linear

81.7%

6. embedding(300,modify) + dropout=0.5 + Bi-LSTM(dropout=0.2) + CNN(3,4,5,6,7)-200each + max-pooling + dropout=0.4 + linear + epochs=16

81.9%

 

posted @ 2017-07-28 23:41  Joyce_song94  阅读(406)  评论(0)  编辑  收藏  举报