Created
May 28, 2012 14:18
-
-
Save ybenjo/2819411 to your computer and use it in GitHub Desktop.
eval使ってformula書きたい
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
> # 決定木を使いたい | |
> library(mvpart) | |
> | |
> # 本来なら直接 | |
> # rpart(iris$Species~., iris) | |
> # とやりたいけど iris の予測すべきラベル名がわからず | |
> # データフレームの最後にあることだけはわかる,みたいな状況 | |
> | |
> # ここで最終行の列名取得 | |
> label <- colnames(iris)[ncol(iris)] | |
> label | |
[1] "Species" | |
> # ここでコマンド組立 | |
> command <- paste("rpart(iris$", label, "~., iris)", sep="") | |
> command | |
[1] "rpart(iris$Species~., iris)" | |
> # あとは eval で評価 | |
> eval(parse(text=command)) | |
n= 150 | |
node), split, n, loss, yval, (yprob) | |
* denotes terminal node | |
1) root 150 100 setosa (0.33333333 0.33333333 0.33333333) | |
2) Petal.Length< 2.45 50 0 setosa (1.00000000 0.00000000 0.00000000) * | |
3) Petal.Length>=2.45 100 50 versicolor (0.00000000 0.50000000 0.50000000) | |
6) Petal.Width< 1.75 54 5 versicolor (0.00000000 0.90740741 0.09259259) | |
12) Petal.Length< 4.95 48 1 versicolor (0.00000000 0.97916667 0.02083333) * | |
13) Petal.Length>=4.95 6 2 virginica (0.00000000 0.33333333 0.66666667) * | |
7) Petal.Width>=1.75 46 1 virginica (0.00000000 0.02173913 0.97826087) * | |
> |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment