My favorite Mario game of all time is definitely Super Mario RPG: Legend of the Seven Stars.
Some close seconds would be Mario Bros. 3, Super Mario World, Super Mario 64, Super Mario Sunshine, Paper Mario 1 & 2. Mario Parties 1-4 also made plenty of memories. I miss my childhood.. :')