Explaining individual behaviors
In the final exercise of this chapter, you will use the model log_mod2
to predict the contribution of each term to the prediction of one row in new_credit_data
.
After predicting, answer the following question:
Which term makes the greatest contribution to the prediction of this first data point?
This exercise is part of the course
Nonlinear Modeling with Generalized Additive Models (GAMs) in R
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Predict from the model
prediction_1 <- ___(log_mod2,
newdata = ___,
type = ___)
# Inspect
prediction_1