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ExhaustiveSearch:ExhaustiveSearch:快速可扩展的穷举特征选​​择框架-源码

上传者: weixin_42133452 | 上传时间:2025/8/9 15:10:53 | 文件大小:76KB | 文件类型:ZIP
ExhaustiveSearch:ExhaustiveSearch:快速可扩展的穷举特征选​​择框架-源码
详尽搜索这个R包的目的是提供一个易于使用,快速和可扩展的穷举搜索框架。
详尽的功能选择可能需要安装和评估大量模型。
因此,执行速度和内存管理是执行此类任务的关键因素。
该软件包通过使用多线程C++后端解决了这两个问题。
通过仅存储最佳结果来保持内存使用率不变。
这样可以评估通常在标准设置中通常不可行的巨大任务。
安装您可以从CRAN安装ExhaustiveSearchR软件包的发行版:install.packages("ExhaustiveSearch")当前开发版本可以从GitHub安装:devtools::install_github("RudolfJagdhuber/ExhaustiveSearch")用法主要功能ExhaustiveSearch()使用典型的formula和data结构,您可能会对lm()或glm()等函数熟悉。
作为 本软件ID:15240706

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