R平台玩呆板进修初学者教程

本教程面向新手可能初学者，先容R平台如何做一个end-to-end的small-project!</p> <p></p> <p>让我们开始吧！</p> <p>### 第一步：数据获取<br /> 数据在那边？如何获取这些数据？<br /> 我们可以回收R平台提供的内置数据集，也可以从很多开源的数据集离线下载利用可能在线会见和获取。本文选择经典的[**iris数据集**](https://en.wikipedia.org/wiki/Iris_flower_data_set)。</p> <p>#### 方法一：R平台内置数据集</p> <p>R代码<br /> “`<br /> ### 内置数据集<br /> data(iris)<br /> iris.data <- iris<br /> View(head(iris.data, 10))<br /> “`<br /> 功效<br /> </p> <p>#### 方法二：UCI开源数据集在线获取<br /> R代码<br /> “`<br /> ### 开源数据集在线获取<br /> iris.url <- "http://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data"<br /> iris.data <- read.csv(url(iris.url),<br /> header = FALSE)<br /> names(iris.data) <- c("Sepal.Length", "Sepal.Width", "Petal.Length", "Petal.Width", "Species")<br /> head(iris.data, 10)<br /> “`<br /> 功效<br /> </p> <p>### 第二步：数据领略</p> <p>数据获取乐成后，就需要对数据做领略了。你需要摸索和可视化数据，而且收集更多与数据相关的**规模常识**。</p> <p>#### 数据可视化<br /> 变量之间的干系，用散点图描写。<br /> Sepal.Length与Sepal.Width的散点图<br /> R代码<br /> “`<br /> library(ggvis)<br /> iris.data %>% ggvis(~Sepal.Length, ~Sepal.Width, fill = ~Species) %>% layer_points()<br /> “`<br /> 功效<br /> <br /> 对付Setosa花</p> <p>参考资料：<br /> 1 https://www.datacamp.com/community/tutorials/machine-learning-in-r</p> <p>您在阅读中，有什么发起可能想法，请评论。<br /> 想插手圈子，请加微信。</p> </div><!-- .entry-content --> </article><!-- #post-## -->  <div class="tagcloud"><ul class='wp-tag-cloud' role='list'><h3>关键字：</h3> </ul> </div> <div class="col-sm-6 col-box bg-gray-light-2 contact-form"> <div role="form" class="wpcf7" id="wpcf7-f17097-o1" lang="zh-CN" dir="ltr"> <div class="screen-reader-response"></div> <form action="/r%e5%b9%b3%e5%8f%b0%e7%8e%a9%e5%91%86%e6%9d%bf%e8%bf%9b%e4%bf%ae%e5%88%9d%e5%ad%a6%e8%80%85%e6%95%99%e7%a8%8b/#wpcf7-f17097-o1" method="post" class="wpcf7-form" enctype="multipart/form-data" novalidate="novalidate"> <div style="display: none;"> <input type="hidden" name="_wpcf7" value="17097" /> <input type="hidden" name="_wpcf7_version" value="5.1.3" /> <input type="hidden" name="_wpcf7_locale" 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