I am trying to practice and learn shapley value approach to explain my predictions on a binary classification problem. However am having difficulty in understanding the below plot.
1) Does it indicate the
day_2_balance influences prediction to 1? or does blue values leads to prediction 1
2) What about the axis scale? (
-4.357 to 5.643)
3) What does base value mean?
4) When I hover around the pink color , I see few more column names with some values. What do they indicate?
5) does the size of features represent their importance? Meaning
PEEP_min=5 has a larger size than other features?
6) What does
higher to lower and lower to higher indicate?
Can someone help me with this?