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: 朴素贝叶斯(Naive Bayes, NB)算法是机器学习领域中常用的一种基于概率的分类算法，非常简单有效。k近邻法(k-Nearest Neighbor, kNN)[30,31]又称为基于实例(Example-based, Instance-bases)的算法，其基本思想相当直观：Rocchio法来源于信息检索系统，后来最早由Hull在1994年应用于分类[74]，从那以后，Rocchio方法就在文本分类中广泛应用起来。-Naive Bayes (Naive Bayes, NB) algorithm is commonly used in the field of machine learning a classification algorithm based on probability is very simple and effective. k neighbor method (k-Nearest Neighbor, kNN) [30,31], also known as case-based (Example-based, Instance-bases) of the algorithm, the basic idea quite intuitive: Rocchio law from the Information Retrieval System, and later was first proposed by the Hull in 1994, applies to classification [74], since then, Rocchio method of classification in the text with extensive application. Platform: |
Size: 96256 |
Author:许梁 |
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Description: knn算法演示代码，可自动学习输入点，并形象表现输入点的最近k个邻居。-KNN algorithm demo code can be automatically input to learn, and the image input of the recent performance of k-neighbors. Platform: |
Size: 5120 |
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: 支持中文分类，用了三种算法实现，svm、knn、nb-Support the Chinese classification, used the three algorithms, svm, knn, nb Platform: |
Size: 6254592 |
Author:乐乐 |
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Description: 该程序包实现了几个常用的模式识别分类器算法，包括K近邻分类器KNN、线性判别方程LDF分类器、二次判别方程QDF分类器、RDA规则判别分析分类器、MQDF改进二次判别方程分类器、SVM支持向量机分类器。 主程序中还有接口调用举例，压缩包中还有两个测试数据集文件。-The package to achieve a number of commonly used pattern recognition classifier algorithms, including K neighbor classifier KNN, linear discriminant equation LDF classifier, quadratic discriminant equation QDF classifier, RDA rules of discriminant analysis classifier, MQDF improve the quadratic discriminant equation classifier, SVM Support Vector Machine classifier. Also call the main program interface, for example, compressed package there are two test data sets document. Platform: |
Size: 100352 |
Author:tangxiaojun |
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Description: k近邻（knn）分类的文献，英文的，从IEEE下载得到，希望对大家有用-k neighbors (knn) classification of literature, English, and download from the IEEE has been the hope that useful for everyone Platform: |
Size: 1872896 |
Author:宦若虹 |
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