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用matlab 实现了kmeans算法
用matlab 实现了kmeans算法还附有评价指标计算(Matlab to achieve kmeans algorithm also attached to the evaluation index calculation)
- 2020-06-19 04:40:01下载
- 积分:1
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Hands-on programming with R
说明: 本书精心策划了三个虚拟项目,将数据科学家必需的专业技能融合其中,教会读者如何将数据存储到计算机内存中,如何在必要的时候转换内存中的数据值,如何用R编写自己的程序并将其用于数据分析和模拟运行。读者将跟随世界一流的RStudio培训师掌握宝贵的编程技能,并借助这些技能成为优秀的数据科学家。(Introduction to R Language)
- 2019-05-30 15:04:30下载
- 积分:1
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89245721
说明:
- 2017-12-09 07:59:44下载
- 积分:1
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autoencoder_v1
用于数据自编码,非线性压缩,降维的一种方法;与PCA不同,pca为线性降维方式(Data auto encoding, nonlinear compression)
- 2018-08-02 20:07:50下载
- 积分:1
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sklearn-tree-BN-knn
分类器的性能比较与调优:
使用scikit-learn 包中的tree,贝叶斯,knn,对数据进行模型训练,尽量了解其原理及运用。
使用不同分析三种分类器在实验中的性能比较,分析它们的特点。
本实验采用的数据集为house与segment。(Performance comparison and optimization of classifiers:
We use tree, Bayesian and KNN in scikit-learnpackage to train the data model and try to understand its principle and application.
The performances of three classifiers are compared and their characteristics are analyzed.
The data set used in this experiment is house and segment.)
- 2021-04-16 15:08:53下载
- 积分:1
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决策树与集成算法
决策树与集成算法,用来分类已知数据种类,希望对编程有帮助(Decision tree and ensemble algorithm are used to classify known data types.)
- 2018-09-09 17:38:01下载
- 积分:1
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GAM
主要利用R语言进行广义加法模型,进行回归预测(This paper mainly uses R language to carry on the generalized additive model, and carries on the regression forecast)
- 2017-11-10 15:43:21下载
- 积分:1
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BIC确定GMM聚类簇数
说明: 通过贝叶斯信息准则确定高斯混合聚类方法的聚类簇数(Determining the Cluster Number of GMM Clusters by BIC)
- 2021-03-26 19:19:13下载
- 积分:1
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512810
自己写的一个分形程序,支持动态编译表达式()
- 2017-11-28 16:57:06下载
- 积分:1
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GWR4操作说明
GWR能够实现地理加权回归计算,里面有GWR4操作说明,虽然是英文,但有图片介绍,很容易理解,是GWR模型入门的好工具,适合经济学、数据挖掘等人员使用(GWR can realize geographically weighted regression calculation, including GWR4 operation instructions. Although it is in English, it has pictures to introduce, and is easy to understand. It is a good tool for GWR model entry. It is suitable for personnel such as economics and data mining.)
- 2018-03-16 17:17:11下载
- 积分:1