Location - we wanted to travel to Greenland and this cruise left from Liverpool which was reasonably convenient.
The itinerary (Iceland and Greenland with a short stop at Belfast at the end) was the decider.
Plus points -
Simple and comfortable though there was quite a lot of noise at nighttime.