Description: c++实现的KNN库:建立高维度的K-d tree,实现K邻域搜索,最小半径搜索-K-NN algorithm implementation.
It supports data structures and algorithms for both exact and approximate nearest neighbor searching in arbitrarily high dimensions. Platform: |
Size: 624640 |
Author:duckur |
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Description: 数据挖掘导论中的K近邻聚类算法,用C++编写而成。-Introduction to Data Mining of the K neighbors clustering algorithm, using C++ has been prepared by. Platform: |
Size: 440320 |
Author:绍敏 |
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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. Platform: |
Size: 3922944 |
Author:赵鑫维 |
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Description: KNN(K最近邻)分类算法以及K-means(K均值)聚类算法是应用广泛的两种算法。本代码是在VS2010环境下,用 C++语言在基于KNN及K-means算法下,实现了对Iris数据集的分类与聚类。-KNN (K nearest neighbor) classification algorithm, as well as K-means (K mean) clustering algorithm is widely used two algorithms. The code VS2010 environment, with C++ language based KNN and K-means algorithm to achieve the classification and clustering of the Iris data set. Platform: |
Size: 8197120 |
Author:dancy88927 |
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Description: An Improved KNN Text Classification Algorithm
Based on Clustering
With the rapid development of internet, a large number
of text information begin to exist with the form of
computer-readable and increase exponentially. The data
and resource of internet take on the character of massive.
In order to effectively manage and utilize this large
amount of document data, text mining and content-based
information retrieval have gradually become the hotspot
research field in the world. Platform: |
Size: 180224 |
Author:AMIMIMEK |
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Description: TCM-KNN 算法 用于聚类分析
Debug内包含txt格式dataset 以及测试数据
程序可实现 对测试数据的自动分类-TCM-KNN algorithm for clustering analysis Debug txt format dataset contains data and test procedures can be realized on the automatic classification of test data Platform: |
Size: 37888 |
Author:Chutiayang |
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Description: 这是我自己写的knn的算法,实现了聚类,比较简单-This is what I wrote it myself knn algorithm implements clustering, relatively simple Platform: |
Size: 232448 |
Author:xululu |
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Description: knn算法。成名的k紧邻算法,聚类算法,可以用作分类。希望帮到大家。-knn algorithm. K close to the famous algorithm, clustering algorithm, it can be used as a classification. We hope to help everyone. Platform: |
Size: 1024 |
Author:lee |
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Description: 实现KNN聚类 聚类算法 最简单又实用的聚类方法 常用 适用于多领域(KNN clustering algorithm to achieve the simplest and practical clustering method, commonly used in many fields) Platform: |
Size: 1024 |
Author:可爱的搬运工
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Description: Matlab代码,根据算法原理自己编写的基本算法的代码,有:KNN,层次聚类,C均值,最邻近算法。包括自己挑选的数据集,对算法准确率的测试。(Matlab code, the code of the basic algorithm written by itself according to the algorithm principle, there are: KNN, hierarchical clustering, C-means, nearest neighbor algorithm. Including the data set of your own selection, testing the accuracy of the algorithm.) Platform: |
Size: 129024 |
Author:wqg800828 |
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