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K均值聚类算法,对风电机组功率数据进行聚类分析,包括详细的程序说明。 只要把这两个文件放入一个空文件夹下,在MATLAB中执行m文件,就可得到聚类结果。-K-means clustering algorithm, the wind turbine power data clustering analysis, including a detailed description of the procedures. As long as these two files into an empty folder, m-file in MATLAB, you can get the clustering results.
Date : 2025-12-21 Size : 24.29mb User : 许克磊

如何使它工作: 1。创建一个单独的目录,并将所有这些文件下载到相同的目录中 2。下载7个文件: *demo:主文件demo:PMF和贝叶斯PMF * PMF.m:训练的PMF模型 * bayespmf.m贝叶斯PMF模型实现吉布斯采样器。 * moviedata.mat样本数据包含三元组(user_id,movie_id,评分) * makematrix.m:辅助功能转换成大型矩阵的三元组。 * PRED.m:辅助功能使得预测验证集。 三.在Matlab只需运行演示。此代码使用MATLAB统计工具箱从威沙特分布的样本。-How to make it work: 1. Create a separate directory and download all these files into the same directory 2. Download the following 7 files: * demo.m Main file for training PMF and Bayesian PMF * pmf.m Training PMF model * bayespmf.m Bayesian PMF model that implements Gibbs sampler. * moviedata.mat Sample data that contains triplets (user_id, movie_id, rating) * makematrix.m Helper function that converts triplets into large matrix. This file is used by bayespmf.m * pred.m Helper function that makes predictions on the validation set. * README.txt 3. Simply run demo.m in Matlab. It will fit PMF and then will run Bayesian PMF. This code uses Matlab stats toolbox to sample Wishart distribution.
Date : 2025-12-21 Size : 4.45mb User : kobepudn

Read LibSVM files using R. LibSVM is a MATLAB based library of UCI repository Data Sets. You can convert the data sets to R using this code
Date : 2025-12-21 Size : 1kb User : wmartinez
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