Approach to classify the product of multiple layers?

I have a collection of raster and polygon vectors layers consisting of DEMs, soil moisture and types etc. I would like to carry out a basic classification of all this information to form 5 groups representing 'forest potentials'.

I'm assuming the most straightforward approach is to convert the rasters to polygons, merge the layers into one, then classify that layer into 5 groups?