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film-review-classification's Introduction

该项目完成了电影评语分类功能,分类准确率达到74%。 项目内共有4个文件(夹),其中包括: 数据集 train_test.py
data_helpers.py text_cnn.py

数据集: 总词条数19417,语句10000条。积极、消极评论各占一半。 其中的90%作为训练集,剩下的10%作为测试集(保证测试集中正、负样本数量相当)

实现方法: 应用单隐藏层卷积神经网络完成评语分类的功能。

film-review-classification's People

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