Lovely Complex
Rating Average: 3.1667Rating Stddev: 0.6871842709362768
Review Count: 6
Existing Best Bet #: 3.5927984816231
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 3.1667 - 0.6871842709362768 ) + ( 1.79175946922805 / 1.6094379124341 )
( 2.47951572906372 ) - 1.11328275255938
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 3.1667 - 0.343592135468138 ) - 0 ) * $similarity
( 2.82310786453186 - 0 ) * $similarity
2.82310786453186 * $similarity
In English: Average rating minus half the standard deviation of the ratings, with a penalty of half a rating point if there are fewer then five reviews with no variation in their ratings.
Discussion: This uses the average rating as the base, lowering the overall rating based on the amount of variance in the ratings. Additionally it lowers the rating if only a few people have rated it and they've all given it the same score. Perhaps shows with few ratings shouldn't even show up in best bets.
Keywords: 6 - 2007, TV, Modern, Comedy, High School, Romance
For reference, Devil Doll's similarity calc is this:
( $matching_keys * ( $matching_keys / $total_keys ) * $total_keys ) / ( $total_keys * $total_keys )
| Title | Key Match | Rating | Rating - stddev | Devil Doll's Similarity Calc | New bbet | New bbet * Similarity | Old bbet | Old bbet * Similarity |
|---|---|---|---|---|---|---|---|---|
| Yamato Nadeshiko Shichi Henge | 6 | 3.33 | 3.10 | 100% | 3.10 | 3.10 | 3.54 | 3.54 |
| Ouran Koko Host Club | 5 | 4.00 | 4.00 | 69% | 4.00 | 2.78 | 5.11 | 3.55 |
| Mai-HiME | 5 | 3.88 | 3.71 | 69% | 3.71 | 2.58 | 4.84 | 3.36 |
| Nodame Cantabile | 5 | 3.83 | 3.65 | 69% | 3.65 | 2.53 | 4.57 | 3.18 |
| Fruits Basket | 5 | 3.85 | 3.61 | 69% | 3.61 | 2.51 | 5.23 | 3.63 |
| Paradise Kiss | 5 | 3.75 | 3.53 | 69% | 3.53 | 2.45 | 4.18 | 2.90 |
| Hayate no Gotoku !! | 5 | 3.75 | 3.53 | 69% | 3.53 | 2.45 | 4.18 | 2.90 |
| Horimiya | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Yahari Ore no Seishun Love Comedy wa Machigatteiru. Zoku | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Gakuen Heaven | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Yahari Ore no Seishun Love Come wa Machigatteiru. Kan | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Nana | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.43 | 3.08 |
| Fruits Basket: The Final | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Fruits Basket 2nd Season | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Toradora! | 5 | 3.70 | 3.47 | 69% | 3.47 | 2.41 | 4.67 | 3.24 |
| Nanaka 6/17 | 5 | 3.67 | 3.43 | 69% | 3.43 | 2.38 | 3.88 | 2.69 |
| School Rumble Ni Gakki | 5 | 3.67 | 3.43 | 69% | 3.43 | 2.38 | 4.31 | 2.99 |
| Minami-ke | 5 | 3.60 | 3.36 | 69% | 3.36 | 2.33 | 4.11 | 2.85 |
| Full Metal Panic | 5 | 3.64 | 3.28 | 69% | 3.28 | 2.28 | 5.00 | 3.47 |
| Sono Bisque Doll wa Koi wo Suru | 5 | 3.50 | 3.25 | 69% | 3.25 | 2.26 | 3.43 | 2.38 |
| ReLIFE | 5 | 3.50 | 3.25 | 69% | 3.25 | 2.26 | 3.43 | 2.38 |
| Yahari Ore no Seishun Love Come wa Machigatteiru | 5 | 3.50 | 3.25 | 69% | 3.25 | 2.26 | 3.43 | 2.38 |
| Nagasarete Airantou | 5 | 3.50 | 3.25 | 69% | 3.25 | 2.26 | 4.11 | 2.86 |
| Hitohira | 6 | 2.50 | 2.25 | 100% | 2.25 | 2.25 | 2.43 | 2.43 |
| Shakugan no Shana | 5 | 3.60 | 3.20 | 69% | 3.20 | 2.22 | 3.80 | 2.64 |
| Kareshi Kanojo no Jijoo | 5 | 3.50 | 3.14 | 69% | 3.14 | 2.18 | 4.70 | 3.26 |
| Itazura na Kiss | 5 | 3.50 | 3.12 | 69% | 3.12 | 2.17 | 3.85 | 2.67 |
| Clannad (TV) | 5 | 3.38 | 3.03 | 69% | 3.03 | 2.10 | 3.97 | 2.76 |
| CODE-E | 6 | 2.33 | 2.10 | 100% | 2.10 | 2.10 | 2.54 | 2.54 |
| Midori no Hibi | 5 | 3.40 | 3.00 | 69% | 3.00 | 2.08 | 4.03 | 2.80 |
| ef - a tale of memories | 5 | 3.00 | 3.00 | 69% | 3.00 | 2.08 | 4.00 | 2.78 |
| Sumomomo Momomo ~ Chijou Saikyou no Yome | 5 | 3.20 | 3.00 | 69% | 3.00 | 2.08 | 3.80 | 2.64 |
| Seto no Hanayome (TV) | 5 | 3.29 | 2.85 | 69% | 2.85 | 1.98 | 3.61 | 2.51 |
| Gosyusho-sama Ninomiya-kun | 5 | 3.20 | 2.83 | 69% | 2.83 | 1.96 | 3.45 | 2.40 |
| Hatsukoi Gentei | 5 | 3.20 | 2.83 | 69% | 2.83 | 1.96 | 3.45 | 2.40 |
| Lamune | 5 | 3.00 | 2.68 | 69% | 2.68 | 1.86 | 3.37 | 2.34 |
| Blue Drop: Tenshi-tachi no Gikyoku | 5 | 3.00 | 2.59 | 69% | 2.59 | 1.80 | 2.87 | 1.99 |
| Sayonara Zetsubou Sensei | 5 | 3.00 | 2.59 | 69% | 2.59 | 1.80 | 2.87 | 1.99 |
| Ichigo 100% TV | 5 | 2.75 | 2.53 | 69% | 2.53 | 1.76 | 3.18 | 2.21 |
| Kimikiss Pure Rouge | 5 | 2.75 | 2.53 | 69% | 2.53 | 1.76 | 3.18 | 2.21 |
| Make Heroine ga Oosugiru! | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Isshuukan Friends | 5 | 3.00 | 2.50 | 69% | 2.50 | 1.74 | 2.43 | 1.69 |
| Nanatsuiro Drops | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.43 | 2.38 |
| Tonari no Kaibutsu-kun | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Duplicate entry - S.A, Special A | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Sakurasou no Pet na Kanojo | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Ao Haru Ride | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Da Capo II | 5 | 3.00 | 2.50 | 69% | 2.50 | 1.74 | 2.43 | 1.69 |
| School Rumble | 4 | 3.89 | 3.73 | 44% | 3.73 | 1.66 | 4.94 | 2.20 |
| Maria+Holic | 5 | 2.75 | 2.34 | 69% | 2.34 | 1.62 | 2.78 | 1.93 |
