Description: 基于不断学习的贝叶斯-KNN文本分类算法的设计与实现,给出原始几个类别的文本文件,通过机器学习,获取各个类别文本内容的主要特征,在这个基础上,给出待分类的文件库,系统通过自动分类,对文件库中的文本进行分类,把文件分配到最有可能的类别中。-based learning Bayesian-KNN text classification algorithm design and implementation given several types of the original text file, machine learning, access to all types of text that the key features On this basis, the classification given to the document, the system, through the automatic classification of documents for the text classification, documents distributed to the most likely categories. Platform: |
Size: 110850 |
Author:linvg |
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Description: knn算法的源代码,用来实现文本分类,是目前应用最广的算法-knn algorithm source code, which can be used for text classification, is the most widely Algorithm Platform: |
Size: 898 |
Author:孟雪静 |
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Description: knn分类模式识别可用于文本挖掘和其他的识别分类,vc代码,-Commission pattern recognition can be used for classification of text mining and other identification classification, vc code, Platform: |
Size: 3605504 |
Author:郭攀红 |
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Description: 基于不断学习的贝叶斯-KNN文本分类算法的设计与实现,给出原始几个类别的文本文件,通过机器学习,获取各个类别文本内容的主要特征,在这个基础上,给出待分类的文件库,系统通过自动分类,对文件库中的文本进行分类,把文件分配到最有可能的类别中。-based learning Bayesian-KNN text classification algorithm design and implementation given several types of the original text file, machine learning, access to all types of text that the key features On this basis, the classification given to the document, the system, through the automatic classification of documents for the text classification, documents distributed to the most likely categories. Platform: |
Size: 1146880 |
Author:linvg |
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Description: knn算法的源代码,用来实现文本分类,是目前应用最广的算法-knn algorithm source code, which can be used for text classification, is the most widely Algorithm Platform: |
Size: 1024 |
Author: |
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Description: k阶临近算法 可以用于文本分类和加密的应用-k-approaching algorithm can be used for text classification and encryption applications Platform: |
Size: 234496 |
Author:chidayang |
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Description: Classifier4J是一个很好的基于java的分类器,里面有Native bayes和KNN等方法的文本分类.另外还 提供了分词和自动摘要等功能-Classifier4J is a very good java-based classifier, which has Native bayes and KNN methods, such as text classification. It also provides a summary of word segmentation and automatic functions Platform: |
Size: 726016 |
Author:李力 |
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Description: 实现SVM及KNN的文本分类算法,可进行相关参数设置-The realization of SVM and KNN algorithm for text classification, the relevant parameters can be set up Platform: |
Size: 846848 |
Author:田雷 |
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Description: knn分类模式识别可用于文本挖掘和其他的识别分类,vc代码,-Commission pattern recognition can be used for classification of text mining and other identification classification, vc code-knn classification text mining and pattern recognition can be used to identify the other categories, vc codes,-Commission pattern recognition can be used for classification of text mining and other identification classification, vc code Platform: |
Size: 3072 |
Author:hl |
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Description: 采用KNN分类算法对输入的文本数据进行自动分类-KNN classification algorithm using the input data for automatic classification of text Platform: |
Size: 160768 |
Author:张晓莹 |
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Description: 用中科院的分词系统实现文本分类,文本分类的方法为K-With the CAS system to achieve the sub-word text classification, text classification method for KNN Platform: |
Size: 5479424 |
Author:wulili |
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Description: 本文通过对Bayes、KNN、SVM 应用于中文文本分类进行比较实验研究。
应用ICTCLAS 对中文文档进行分词,在大维数,多数据情况下应用TFIDF 进行
特征选择,并同时利用它实现了对特征项进行加权处理,使文本库中的每个文本
具有统一的、可处理的结构模型。然后通过三类分类算法实现了对权值数据进行
训练和分类。-Based on the Bayes, KNN, SVM applied to compare the Chinese text categorization Study. Application ICTCLAS word segmentation of Chinese document, in large dimension, multiple-data cases where application TFIDF feature selection, and also use it to realize the characteristics of weighted items, so that each text text library with a unified, capable of handling structural model. Three types of classification algorithm then weights the data for training and classification. Platform: |
Size: 442368 |
Author:wulili |
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Description: 用KNN算法实现的文本分类系统,很详细,作者很强大,尤其是对于MAP的使用,炉火纯青,值得学习,受益匪浅!-KNN algorithm with the text classification system, very detailed, the author is very strong, especially for the use of the MAP, high degree of professional proficiency, it is worth learning, benefit a lot! Platform: |
Size: 23552 |
Author:郭应林 |
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Description: 简单的 knn 文本算法 ,用于中文文本分类,比较方便的方法!-Simple text knn algorithm for Chinese text classification, more convenient way! Platform: |
Size: 8192 |
Author:hu |
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Description: 实现了KNN文本的分类,KNN最近邻基于欧几里德距离的JAVA算法实现适用于初级学习KNN的初学者。-Realization of KNN text classification, KNN nearest neighbor JAVA algorithm for Euclidean distance implementation is applied to the primary learning KNN beginners based on. Platform: |
Size: 13312 |
Author:罗志强 |
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Description: 数据挖掘中的经典算法,机器学习领域常用的KNN临近学习算法,可用于文本向量分类等用途。-Classical data mining algorithms, machine learning algorithms commonly used KNN approaching learning can be used for text vector classification purposes. Platform: |
Size: 1024 |
Author:意琪贝 |
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