0
$\begingroup$

The plot below is an example from pdpbox library https://github.com/SauceCat/PDPbox/blob/master/tutorials/pdpbox_binary_classification.ipynb. The what does 0.900 color saturation to the right mean with respect to age and fare in the below plot? The data is taken from Titanic dataset and target variable is survived or not. enter image description here

$\endgroup$
1
$\begingroup$

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

| improve this answer | |
$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.