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Description: This paper presents the top 10 data mining algorithms identified by the IEEE
International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM,
Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms
are among the most influential data mining algorithms in the research community.With each
algorithm, we provide a description of the algorithm, discuss the impact of the algorithm, and
reviewcurrent and further research on the algorithm. These 10 algorithms cover classification,
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Author: sukmawati |
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Description: This paper presents the top 10 data mining algorithms identified by the IEEE
International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM,
Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms
are among the most influential data mining algorithms in the research community.With each
algorithm, we provide a description of the algorithm, discuss the impact of the algorithm, and
reviewcurrent and further research on the algorithm. These 10 algorithms cover classification
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Size: 635904 |
Author: ParisM |
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Description: stprtool的使用文档，非常好的模式识别工具包，里面有关于核的以及贝叶斯的相关程序，以及PCA，EM，SVM等方法。 -stprtool the use of the document, very good pattern recognition tool kit, which has nuclear as well as Bayes procedures, as well as PCA, EM, SVM and other methods.
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Size: 923648 |
Author: wangpw |
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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.
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Size: 442368 |
Author: wulili |
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Description: 朴素贝叶斯 和 svm实现，其中采用svmlib的java实现-bayes java
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Size: 15624192 |
Author: wanghikaru |
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Description: 是一个模式识别工具包，里面包含bayes,linear分类函数，还有支持向量机SVM工具包-It is a pattern recognition toolbox, which contains the bayes, linear classification function, as well as support vector machines SVM toolbox
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Author: 刘风华 |
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Description: （经典聚类算法）
国际权威的学术组织the IEEE International Conference on Data Mining (ICDM) 2006年12月评选出了数据挖掘领域的十大经典算法：C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART.
不仅仅是选中的十大算法，其实参加评选的18种算法，实际上随便拿出一种来都可以称得上是经典算法，它们在数据挖掘领域都产生了极为深远的影响。-(Classical clustering algorithm)
International authoritative academic organization of the IEEE International Conference on Data Mining (ICDM) in December 2006 selected the top ten of the field of data mining algorithm: the C4.5, k-Means, SVM, of Apriori, the EM, the PageRank, AdaBoost, kNN , the Naive Bayes, and the CART.
Not just the selected 10 algorithms, in fact, participate in the selection of 18 kinds of algorithms, in fact, easily come up with one can be called a classical algorithm in the field of data mining, they have had far-reaching impact.
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Size: 3922944 |
Author: 赵鑫维 |
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Description: 讲述了最著名的十大数据挖掘算法，经典资料，国际权威的学术组织the IEEE International Conference on Data Mining (ICDM) 2006年12月评选出了数据挖掘领域的十大经典算法：C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART.-About the top ten most famous data mining algorithms, the classical information, the international authority of the academic organization of the IEEE International Conference on Data Mining (ICDM) 2006, selected the top ten of the field of data mining algorithms: the C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART.
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Size: 57344 |
Author: 吴贵锋 |
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Description: 介绍数据挖掘的10种主要算法及其应用 一种透过数理模式来分析企业内储存的大量资料，以找出不同的客户或市场划分，分析出消费者喜好和行为的方法。 -Top 10 algorithms in data mining his paper presents the top 10 data mining algorithms identified by the IEEE
International Conference on Data Mining (ICDM) in December 2006: C4.5,k-Means, SVM,
Apriori, EM, PageRank, AdaBoost,kNN, Naive Bayes, and CART. These top 10 algorithms
are among the most influential data mining algorithms in the research community. With each
algorithm, we provide a description of the algorithm, discuss the impact of the algorithm, and
review current and further research on the algorithm. These 10 algorithms cover classification,
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Size: 633856 |
Author: andyzygg |
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Description: 分类算法，包括KNN，SVM,Linear Regression, Naive Bayes四种-four algorithms of classification, includes KNN, SVM, Linear Regression, Naive Bayes
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Size: 72704 |
Author: 金文 |
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Description: 用朴素贝叶斯和支持向量机SVM的两种文本文类实验-Two text of this article class experiment with naive Bayes and support vector machines SVM
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Author: 范德萨 |
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Description: 机器学习算法之SVM与朴素贝叶斯，经典的机器学习的外文资料，该资料描述详细，便于大家的学习。-Machine learning algorithms of SVM and Naive Bayes, classical machine learning foreign language information, the information described in detail, easy to learn from everyone.
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Author: zhongrui |
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Description: 机器学习的讲义和作业，包括了SVM、隐氏马尔科夫和朴素贝叶斯等方法，非常适合初学机器学习的人！-Machine learning lectures and assignments, including SVM, Hidden Markov and Naï ve Bayes methods, machine learning is ideal for beginners！
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Author: match0816 |
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Description: 统计模式识别工具箱(STPRTool 版本2.12 2013-09-12) 功能有线性判别函数、特征提取、密度估计和聚类、支持向量机、贝叶斯分类器、交叉验证等-Statistical Pattern Recognition Toolbox
Methods:
Fisher,PCA,GMM,K-means,SVM,Bayes classifier,Cross-validation,KNN,etc.
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Size: 6036480 |
Author: lee |
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Description: 机器学习十大算法，包括朴素贝叶斯、SVM、C4.5、Apriori等。-Ten machine learning algorithms, including Naï ve Bayes, SVM, C4.5, Apriori and so on.
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Size: 4811776 |
Author: 李天 |
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Description: 采用有监督的朴素贝叶斯、SVM和KNN算法对进行训练，实现对邮件的分类-Using supervised naive bayes, SVM and KNN algorithm for training, implementation of the classification of the mail
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Size: 4472832 |
Author: 马敬超 |
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Description: Opninion mining project for Movie Review and Performance ANalysis Between Tow Algorithm Naive bayes and SVM
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Size: 894976 |
Author: Rohit |
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Description: 连续相位调制信号(CPM)产生，包括最小二乘法、SVM、神经网络、1_k近邻法,模式识别中的bayes判别分析算法，一个很有用的程序，现代信号处理中谱估计在matlab中的使用。- Continuous phase modulation signal (CPM) to produce, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Pattern Recognition bayes discriminant analysis algorithm, A very useful program, Modern signal processing used in the spectral estimation in matlab.
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Size: 8192 |
Author: cdgspwt |
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Description: 支持向量机与朴素贝叶斯算法，对数据进行分类后深度了解数据的结构-Support vector machine and naive Bayes algorithm.Classifying the data and understanding the structure of the data in depth
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Size: 1993728 |
Author: 月光之花 |
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Description: 对机器学习领域的十个经典算法进行了详细介绍，包括：AdaBoost、Apriori、C4.5、CART、EM、K-means、kNN、PageRand、SVM和朴素贝叶斯(Ten classical algorithms in machine learning domain are introduced in detail, including AdaBoost, Apriori, C4.5, CART, EM, K-means, kNN, PageRand, SVM and Nave Bayes)
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Author: kmsj
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