Hi slevesque
I cannot talk for all faiths of all people, but I can talk about how what I think it is. The greek word for faith is Pistis, which is related to Pisteuo meaning 'believe' and pietho meaning 'to convince by argument'. This is, I believe, the Biblical view on Faith. It should be evidence-based, it should be logically consistent.
Can you give some examples of your evidence-based faith? I don't know exactly what your faith encompasses, but I assume it must include certain things that atheists consider highly improbable. Do you, for example, believe in an afterlife? If so, what is the evidence for that?