Hello Jennysa,
To be honest, I was surprised how easy and pleasant the walk out of Madrid to Tres Cantos was. It did not involve walking through industrial areas as one might expect when leaving a large city. It also allowed us to see more of the various neighbourhoods in Madrid along the way...