Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
Plots of cancer probability based on the features: age and years of hormonal contraceptive use. For the age feature, we can see that the PDP remains low until the age of 40 is reached, then the probability of cancer increases. This is the same for the contraceptive feature, after 10 years of using