Reading rpart Input Parameters from a Text Variabl

问题:

I'm using rpart to make a decision tree. For example:

fit <- rpart(Kyphosis ~ Age + Number + Start, data=kyphosis)

How do I read in the formula part from a text file and get it in a format that rpart likes? I've tried:

predictor_variables <- c("Age", "Number", "Start")
rpart_formula <- Kyphosis ~ parse(text=paste(predictor_variables, collapse="+"))
fit <- rpart(rpart_formula, data=kyphosis)

but I get an error:

 invalid type (expression) for variable 'parse(text = paste(predictor_variables, collapse = "+"))'

How can I format rpart_formula so that rpart sees it correctly?

回答1:

Use as.formula:

rpart_formula <- as.formula(
    paste("Kyphosis ~ ", 
          paste(predictor_variables, collapse = " + "), 
          sep = ""
    )
)

回答2:

Try simply passing the formula as a character string:

rpart_formula <-paste("Kyphosis ~ ",paste(predictor_variables, collapse="+"))

that should be coerced to a formula by rpart.

Edit

As noted in the comments below, not all functions will do the coercion for you, so you should not rely on this behavior, but in this case rpart most certainly does.