In the above image, you can my work done for the LULC and Ground Truthing lab. My residential points came back very accurate, while I mistakenly labeled some industrial areas as commercial and mistook a bus lot for a potential farm. Overall, my areas were pretty accurate though I could've spent more time and drilled down into the third level of classification.
The place where maps are.