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项目作者： CH-YYK

项目描述 ：
Apply CNN-LSTM model on multi-class text classification task.
高级语言： Python
项目地址: git://github.com/CH-YYK/cnn-lstm-text-classification.git
创建时间： 2018-09-08T19:18:02Z
项目社区：https://github.com/CH-YYK/cnn-lstm-text-classification
开源协议：
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CNN-LSTM-Text-Classification

Apply CNN-LSTM model on multi-class text classification task.

GRAPH

Instructions

After setting the model configerations in train.py
run the following commands in terminal.

  1. $ python train.py

and view the result in tensorboard (you could replace the path after --logdir by yours).

  1. $ tensorboard --logdir='1536427044/runs/summaries'

Performance

accuracy
loss

Discussion

still faced with the problem of overfitting. I have tried l2 regularization and dropout, cannot see a good improvement. If you guys who view this repo and has alternatives, leave comments here.