A linear classifier on the four canonical descriptor axes — the same ones the breeder and forest already use. If accuracy is much above 50%, your taste lives in the temperature plane and the breeder can chase it; if it hovers near 50%, your aesthetic lives somewhere richer than these four dimensions can capture (probable — start adding axes, or judge more to see the boundary).