Clustering-Algorithms-for-News-Classification
所属分类:数学计算
开发工具:Jupyter Notebook
文件大小:0KB
下载次数:0
上传日期:2023-09-16 08:45:22
上 传 者:
sh-1993
说明: 新闻分类的聚类算法,,
(Clustering Algorithms for News Classification,,)
文件列表:
DocClustering.ipynb (12055, 2023-09-16)
bbc-news-data.csv (5080260, 2023-09-16)
# Clustering-Algorithms-for-News-Classification
## Project Overview
The "Clustering-Algorithms-for-News-Classification" project aims to enhance news article categorization using clustering algorithms.
## Data Preprocessing
- Preprocessing function
- Tokenizer
- Stop Word Removal
- Stemming
- Feature Extraction
- TF-IDF Vectorizer
## Machine Learning
- K-Means Clustering Algorithm
## Evaluation
- Rand Score
- F1 Score
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