[英]Normalizing Numeric Columns in R
I need to normalize all numeric columns of the data frame clean_mlb.我需要规范化数据框 clean_mlb 的所有数字列。
Here is a picture of clean_mlb (Photo #1)这是 clean_mlb 的图片(照片 #1)
This is the code that I wrote:这是我写的代码:
scaled_mlb = data.frame(scale(clean_mlb))
And this is the error that I got:这是我得到的错误:
Error in colMeans(x, na.rm = TRUE) : 'x' must be numeric colMeans(x, na.rm = TRUE) 中的错误:“x”必须是数字
Find out columns which are numeric and then apply scale
on those columns.找出数字列,然后在这些列上应用
scale
。
cols <- sapply(clean_mlb, is.numeric)
clean_mlb[cols] <- scale(clean_mlb[cols])
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