Fig. 7: Individual Conditional Expectation (ICE) plots to illustrate the non-linear effects of components on the best model’s predictions.
From: Machine learning methods for “wicked” problems: exploring the complex drivers of modern slavery
Each coloured line is a country-year data point with some jitter applied. The thick black line is the average partial dependency of the component on the prevalence prediction.
