Apartment-prices: Residual distribution

The linear-regression model does not capture the non-linear relationship between the price and the year of construction.

pdp_lm_year <- model_profile(explainer = explain_apart_lm, 
                             variables = "construction.year")

pdp_rf_year <- model_profile(explainer = explain_apart_rf, 
                             variables = "construction.year")

plot(pdp_rf_year, pdp_lm_year)