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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

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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
Edit and Run Code