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text-classifier-dp's Introduction

text-classifier-dp

文本分类,使用深度学习算法,如Linear、CNN、LSTM等

数据来源

使用waimai_10k数据集,该数据集主要是外卖餐饮的评论数据,包括4k条正向评论和8k条负向评论,本示例为使正负样本平衡,只选择4k条负向评论,共计8k条数据。

来源:https://github.com/SophonPlus/ChineseNlpCorpus/tree/master/datasets

运行

  1. 运行pretreatment.py进行数据预处理;
  2. 运行vocabulary.py构建词典,并将文本数据进行编码;
  3. 运行main.py训练模型,并评估模型效果;

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