I have created a partial dependence plot and converted a probability on the y axis. I am systematically going over my variables with the highest importance and see if there are some clear trends in predictor variables and the class. Since I am new to this, I would like to get some feedback from the scientific community.
I have a question mainly on bogs and tidal marsh. I noticed that the line disappears after a certain value on the x axis. Shouldn't the line go all the way to the end of the chart but be at around 0? Does it look like there are some errors in these charts?