Having done electric work for eight years, I would suggest the heavier rubber tape first, it is made for higher voltage and amperage wire. Then over wrap with regular electric tape.0
Why not just wrap the whole thing in good electrical tape?
We wrap cables at the mine with electrical tape all the time. Stretch it good and wrap over lapping 50% each wrap.