Making predictions on new data
Finally, the model you fit with the train() function has the exact same predict() interface as the linear regression models you fit earlier in this chapter.
After fitting a model with train(), you can simply call predict() with new data, e.g:
predict(my_model, new_data)
This exercise is part of the course
Machine Learning with caret in R
Exercise instructions
Use the predict() function to make predictions with model on the full Boston housing dataset. Print the result to the console.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Predict on full Boston dataset