如何从CSV计算数据组的RMSE

问题描述

我是R的新手，想计算保存在同一.csv文件中的两组数据的RMSE.

I'm new to R and want to calculate the RMSE of two groups of data held within the same .csv file.

.csv包含以下内容:

.csv contains something like this:

Group  X      Y
A      2      2
A      3      2
B      2      7
B      6      5

我为A组中的那些人尝试检索RMSE的糟糕尝试:

My poor attempt at retrieving the RMSE for just those in Group A:

myData=read.csv("foo.csv")
attach(myData)

library(Metrics)
if (row.names(A)) {
  rmse(x,y)
}

在计算RMSE之前，是否需要在数据帧后面附加A和B，还是有更好的方法来实现?

Do I need to append A and B to seperate dataframes before I can calculate RMSE, or is there a better way to achieve this?

提前谢谢！

推荐答案

dplyr 对您可能有用，因为您可以按列中的不同组进行分组.像这样:

dplyr could be useful for you because you can group by different groups within a column. Something like:

library(dplyr)
myData %>%
   group_by(Group) %>%
   summarize(RMSE = rmse(x, y))

这篇关于如何从CSV计算数据组的RMSE的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持！