How I rate my entries (which can be seen in the tag section):
0-5 rate for art, which includes animation, character designs, background art and visual delightful. (A on my tags)
0-5 rate for story and character development. (S on my tags)
0-5 rate for music, which includes voice acting, opening/ending and insert songs, background music, sound edition and how does all of this complements the visuals seen on screen. (M on my tags)
0-5 rate for how much I liked the series, completely subjective. (E on my tags)
I assign 2.5 points per each category based on the rate and sum it up to get the total score for the Anime. If the sum ends up with decimals, I tend to round up or down depending of how ground breaking I think it is or how much I like it. I also tend to consider each Anime type different. So a Blu-Ray bonus material is rated based on how well does it perform as a bonus material, not as a TV Anime or as a Movie.
I usually don't drop a series and try to finish it once I started watching it, in order to have a more educated opinion about the show as a whole. But sometimes I just can't because of time restrictions and end up having a lot of stalled Anime for long periods.