How to interpret partial dependence interaction plot for binary classification?
The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.

For more on how to interpret partial dependence plot:

https://christophm.github.io/interpretable-ml-book/pdp.html