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通过Kmeans算法实现的文本分类程序,用java写的。-A text clustering program written in java.
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java实现kmeans算法,可以处理任意维度的向量。并将聚类结果写入文本。-The kmeans algorithm java, and can handle any dimension vector. And write text clustering results.
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Text Clustering, Kmeans Cluster Stop word Handler TermVector TFIDFMeasure Tokeniser
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基于KMeans的文本聚类算法,支持文本输入,简单易懂-KMeans clustering algorithm based on text, support for text input, easy to understand
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本程序使用java代码实现一个文本聚类操作,采用的方法是kmens-a simple code of text clustering using kmeans
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算法思想:提取文档的TF/IDF权重,然后用余弦定理计算两个多维向量的距离来计算两篇文档的相似度,用标准的k-means算法就可以实现文本聚类。源码为java实现(Algorithm idea: extract the TF/IDF weight of the document, then calculate the distance between two multidimensional vectors by cosine theorem, calculate the similarity
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