搜索资源列表
popular-UCI-datasets
- 一些非常有用的数据集,适合我们从事机器学习的人使用,matlab下的mat格式和excel格式,包括注明的iris,糖尿病等数据集-some useful datasers for machine learning learners,such as diabeters,iris and so on
svm_number
- libsvm用于手写数字的识别,数据源自uci,可以到uci数据集网站直接下载semeion.data数据,放在文件夹中可以直接调用-The libsvm used for handwritten digit recognition, data from uci . You can go to uci datasets sites directly download semeion.data. The data can be called directly after putting into
Semi-supervised-learning
- 义了一个欧氏距离和监督信息相混合的新的最近邻计算函数,从而将K一均值算法很好地应用于半 监督聚类问题。针对K一均值算法初始质心敏感的缺陷,用粒子群算法的搜索空间模拟聚类的欧氏空间,迭代搜 索找到较优的聚类质心,同时提出动态管理种群的策略以提高粒子群算法搜索效率。算法在UCI的多个数据集 上测试都得到了较好的聚类准确率。-Righteousness of a Euclidean distance and supervision of a mixture of new nearest n
Untitled
- 手写体数字辨别,样本数据与训练数据均来自UCI 机器学习数据库网站:http://archive.ics.uci.edu/ml/datasets.html 采用BP多学习率算法-BP algorithm of neuro network
smo.tar
- This an implementation of SMO type classifier[1]. The input file is "i_x.mat" which is the matrix form of ionoshpere data obtained from https://archive.ics.uci.edu/ml/datasets.html [1] http://www.csie.ntu.edu.tw/~cjlin/papers/quadworkset.pdf-Thi
DataSet
- 几种UCI数据集,整理为excel格式,可以直接导入matlab中使用。-Several UCI datasets, finishing as excel format that can be used directly into matlab.
proj1_knn
- MATLAB实现的KNN 压缩文件包含m文件和wine.txt(机器学习著名的红酒数据集,下载自UCI大学机器学习数据集: http://archive.ics.uci.edu/ml/datasets/Wine) -knn wrote in MATLAB