I don't think it's that important. The point is your HR. Some people, like myself prefer to be pouring sweat and need extra clothes to get that effect quicker.
Also, from the bro science I've come across, working out in the cold without any warm clothing can cause your muscles to tense up and be easier to pull/strain.
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