Questions tagged [partial-plot]

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14
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3answers
24k views

R: What do I see in partial dependence plots of gbm and RandomForest?

Actually, I thought I had understood what one can show a with partial dependence plot, but using a very simple hypothetical example, I got rather puzzled. In the following chunk of code I generate ...
15
votes
1answer
3k views

Best way to visually present relationships from a multiple linear model

I have a linear model with about 6 predictors and I'm going to be presenting the estimates, F values, p values, etc. However, I was wondering what would be the best visual plot to represent the ...
1
vote
1answer
5k views

Partial Dependence Plot interpretation

This question regarding the partial dependence plots obtained from random forest model. I am trying to do classification modelling. I see negative probability in the y-axis . How to interpret this?