Supervised Classification Problems on Landsat 8 scene

sorry, I just wanted to go sure because there are pins in the screenshot.

The overlay of vectors and rasters is a bit faulty for some UTM zones. Have you tried projecting the data in WGS84 (import the vectors again afterwards) as described here?