搜索资源列表
machine-learning
- python3实现各种机器学习算法，包括knn算法，决策树算法，SVM算法，朴素贝叶斯算法等-Python3 realize all kinds of machine learning algorithms, including KNN algorithm, the decision tree algorithm, the SVM algorithm, naive bayesian algorithm, etc
GSP
- 关于数据挖掘中的GSP算法，带简单的界面。可以运行，参数自己可以改一下-GSP on data mining algorithms with a simple interface. You can run, parameters that they can change it
gas-meter-reading
- 无线通信技术已经运用在我们生活的每个角落，然而由于现实传输的复杂性和不确定性，同时无线信道存在着慢衰落、快衰落效应，会一定程度上造成资源的浪费和通信质量的下降。协同通信是近些年来无线通信研究的热点，它相对于传统无线通信技术在降低成本、节约资源等方面具有明显的优势。协同通信中，中继选择算法根据遵循的标准不同有着不同的算法-Wireless communication technology has been applied in every corner of our life. However,
kmeans
- k-means算法是文本聚类经典算法，也是数据挖掘十大经典算法之一。k-means算法Java实现。-k-means algorithm is a classical algorithm text clustering, data mining is one of the ten classic algorithms. k-means algorithm is implemented in Java.
matlab
- 用于SVM实现不同算法对不同数据集性能测试的MATLAB代码，包括离线，在线算法。-SVM implement different algorithms for different data sets to performance testing MATLAB code, including offline and online algorithms.
DataMining_Algorithm
- 详细的数据挖掘资料，包括各种常见的算法，有一定的深度-Detailed data mining information, including all common algorithms, there is a certain depth.
id3
- id3决策树算法，maxlen为数据维数，根绝数据自行修改，根据属性名修改main函数，可运行-id3 decision tree algorithms, maxlen for the data dimension, eradicate data modify, modify the main function according to the attribute name, you can run
Iris_s1
- Kmeans+PSO算法，处理IRIS数据集，输出fitness function的值，和粒子变化的动态图像,亲测可行。-Kmeans based PSO algorithms, dealing with classic dataset iris. the output is the value of fitness function, and the dynamic plot of the change of particle position
EM
- EM算法是数据挖掘算法之一，有兴趣的可以来学习。-EM algorithm is one of data mining algorithms, interested can learn.
Lmethod
- L-method in R statistical language. Implementation of the L-method algorithm for finding the best number of clusters in hierarchical clustering. Algorithm is described here: Salvador, S. and Chan, P., 2004. Determining the number of clusters/seg
classifier
- 一种分类算法工具箱，可以进行人脸识别，对模式识别和分类算法很有用-A classification algorithm toolbox, face recognition, pattern recognition and classification algorithms useful
MILK
- 用于weka中的多示例学习算法的集成库文件MILK，包含多个多示例学习算法-Integrated library file for weka in the multi-instance learning algorithms MILK, comprising a plurality of multi-instance learning algorithms
DBSCAN
- DBSCAN算法的C++实现，方便大家对DBSCAN算法的理解和实现-Realization of DBSCAN C++ to facilitate understanding and implementation of algorithms for DBSCAN
Top-10-Algorithms-in-Data-Mining
- 在2006年9月召开的ICDM会议上，邀请了ACM KDD创新大奖(InnovationAward)和 Top 10 Algorithms in Data Mining IEEEICDM研究贡献奖(Research Contributions Award)的获奖者们来参与数据挖掘10大算 法的选举，每人提名10种他认为最重要的算法-Classification，Statistical Learning，Top 10 Algorithms in Data Mining，material
threecircle
- 人工生成三个同心圆数据，分别用传统谱聚类算法和NJW算法进行分类，都得到很好的效果-Three concentric circles artificially generated data, respectively, with the traditional spectral clustering and classification algorithms NJW, have been very good results
DecisionTreeAndRDF-master
- id3决策树算法和随机森林算法，讲的很清晰，步骤很详细-id3 decision tree algorithms and random forest algorithms, said very clearly, very detailed step
Data-Mining-with-R
- 运用R语言进行数据挖掘算法设计与运算，能够提升R语言学习能力与数据挖掘算法应用能力-R language use data mining algorithm design and operation, it is possible to enhance the R language learning and data mining algorithms application capabilities
Apriori
- 数据挖掘Apriori算法，产生频繁项集-Apriori data mining algorithms to generate frequent itemsets
fp_growth
- 数据挖掘的FPgrowth算法，快速的获得频繁项集-FPgrowth data mining algorithms, fast access to frequent item sets
SPPP3.0
- 包含了信号处理的各种算法程序,如传统的傅里叶变换等时域和时频域分析。-Contains a variety of signal processing algorithms