Trees

Question 1

Variance importance score

Answer 1

total drop of node impurity due to splits of that predictor over averaged over all the base tree

Question 2

PDP

Answer 2

Relation of target and predictor after averaging the values of the variables of not interest while keeping the predictor at a fixed value