CODEWITHSUNDEEP
rglm
Rishi
Rishi

Reputation: 11

How to fix "$ operator is invalid for atomic vectors" error in RStudio

I am trying to run generalized linear model on my balanced(using SMOTE) train dataset but when I run the below R code I get an error saying

"Error: $ operator is invalid for atomic vectors"

Don't really know what it means. Any help would be highly appreciated!

model.glm<- train(Accident_Severity ~ ., data= smote_train, 
                  method = "glm",metric = RMSE, trControl= "ctrl")

Upvotes: 0

Views: 1367

Answers (1)

ericOss
ericOss

Reputation: 181

You have misspecified the options for the train function. This may work for you:

model.glm <- train(Accident_Severity ~ ., data = smote_train, 
                   method = "glm", metric = "Kappa", trControl= trainControl())

In your original function call, the option trControl = "ctrl" caused the error message that you got. However, it's also likely that the option metric = "RMSE" will not work with your data (I am assuming that your variable Accident_Severity is a factor variable and that you are trying to fit a classification model).

Upvotes: 1

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