Visualising the effects of two variables on the label

MalthusianStaples

I have a data set of a few hundred thousand data points across around 50 attributes and I would like to isolate how two of those variables affect my label, preferably  by showing an nice surface by varying both inputs across a grid.

Any idea for how it may be possible to generate this kind of image using a trained model? My gut tells me that it could be possible to generate this kind of correlation/i,age directly form the data as well.

MartinLiebig

Hi,

So you pretty much want a 2D Partial Dependency Plot, don't you?

Best,

Martin

MalthusianStaples

That was pretty much it yes. I'll check this out. Nesting this and varying both inputs to get a surface that looks good doesn't seem impossible.