I mean, it definitely doesn't hurt. I think if you like a few songs by a band it's worth investigating their whole discography. They made 6 albums (I'm not counting the post-Morrison stuff), discounting The Soft Parade, that's still a lot of songs. I'm sure you'll like something...
For example, Peace frog from Morrison hotel for me was a complete surprise because it's so danceable.
But anyway, I may be prejudiced. I got into them when I was about your age and they've remained my favorites of the era.