[R] [as.numeric]Convert Category data to Numeric Data
arun
smartpink111 at yahoo.com
Mon Feb 3 02:07:27 CET 2014
Hi,
as.numeric(iris$Species)
iris1 <- within(iris,Species <-as.numeric(Species))
A.K.
I have a small question for converting the category data to numeric data.
For example, if we use the iris data in r. we have:
str(iris)
'data.frame': 150 obs. of 5 variables:
$ Sepal.Length: num 5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ...
$ Sepal.Width : num 3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ...
$ Petal.Length: num 1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ...
$ Petal.Width : num 0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ...
$ Species : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...
> head(iris)
Sepal.Length Sepal.Width Petal.Length Petal.Width Species
1 5.1 3.5 1.4 0.2 setosa
2 4.9 3.0 1.4 0.2 setosa
3 4.7 3.2 1.3 0.2 setosa
4 4.6 3.1 1.5 0.2 setosa
5 5.0 3.6 1.4 0.2 setosa
6 5.4 3.9 1.7 0.4 setosa
And I would like to convert the last variable, Species, to numeric number.
For example, 'setosa'=1, and "versicolor"=2, other=3.
What code should I use? Here is my result from as.numeric(iris):
> as.numeric(iris)
Error: (list) object cannot be coerced to type 'double'
More information about the R-help
mailing list