Which measurements matter

Plot sixty fruit using any two of four measurements and see which ones let a model tell apples from oranges.

NoviceExplained in Turning things into numbers

Which measurements tell apples from oranges?

Sixty fruit, measured four ways. Choose two measurements to plot and see how well a model can tell the fruit apart using only those.

AppleOrangeThe model is k-nearest neighbors (k = 5), scored by guessing each fruit from its neighbors without letting it vote for itself.

Try this

Compare Weight and Width with Bumpiness and anything else.
Find the pair of measurements that works worst, then the pair that works best.