Skip Beat!
Rating Average: 3.6000Rating Stddev: 0.8
Review Count: 5
Existing Best Bet #: 3.8
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 3.6000 - 0.8 ) + ( 1.6094379124341 / 1.6094379124341 )
( 2.8 ) - 1
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 3.6000 - 0.4 ) - 0 ) * $similarity
( 3.2 - 0 ) * $similarity
3.2 * $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: 5 - 2008, TV, Modern, Comedy, 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 |
|---|---|---|---|---|---|---|---|---|
| Toradora! | 5 | 3.70 | 3.47 | 100% | 3.47 | 3.47 | 4.67 | 4.67 |
| Itazura na Kiss | 5 | 3.50 | 3.12 | 100% | 3.12 | 3.12 | 3.85 | 3.85 |
| Junjou Romantica | 5 | 3.33 | 3.10 | 100% | 3.10 | 3.10 | 3.54 | 3.54 |
| Clannad: After Story | 5 | 3.33 | 3.10 | 100% | 3.10 | 3.10 | 3.98 | 3.98 |
| Nodame Cantabile: Paris-Hen | 5 | 3.25 | 3.03 | 100% | 3.03 | 3.03 | 3.68 | 3.68 |
| Ouran Koko Host Club | 4 | 4.00 | 4.00 | 64% | 4.00 | 2.56 | 5.11 | 3.27 |
| Duplicate entry - S.A, Special A | 5 | 3.00 | 3.00 | 100% | 2.50 | 2.50 | 3.00 | 3.00 |
| Junjou Romantica 2 | 5 | 3.00 | 3.00 | 100% | 2.50 | 2.50 | 3.00 | 3.00 |
| Kure-nai | 5 | 2.83 | 2.49 | 100% | 2.49 | 2.49 | 3.26 | 3.26 |
| Mai-HiME | 4 | 3.88 | 3.71 | 64% | 3.71 | 2.37 | 4.84 | 3.10 |
| Maria+Holic | 5 | 2.75 | 2.34 | 100% | 2.34 | 2.34 | 2.78 | 2.78 |
| Akane-Iro ni Somaru Saka (TV) | 5 | 2.75 | 2.34 | 100% | 2.34 | 2.34 | 2.78 | 2.78 |
| Shoujo Kakumei Utena | 4 | 3.83 | 3.65 | 64% | 3.65 | 2.33 | 5.26 | 3.36 |
| Nodame Cantabile | 4 | 3.83 | 3.65 | 64% | 3.65 | 2.33 | 4.57 | 2.93 |
| Fruits Basket | 4 | 3.85 | 3.61 | 64% | 3.61 | 2.31 | 5.23 | 3.35 |
| Kamichu! | 4 | 3.80 | 3.60 | 64% | 3.60 | 2.30 | 4.40 | 2.82 |
| Hayate no Gotoku !! | 4 | 3.75 | 3.53 | 64% | 3.53 | 2.26 | 4.18 | 2.67 |
| Paradise Kiss | 4 | 3.75 | 3.53 | 64% | 3.53 | 2.26 | 4.18 | 2.67 |
| Monogatari Series: Second Season | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Majin Tantei Nougami Neuro | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Nana | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.43 | 2.84 |
| Fruits Basket 2nd Season | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Yahari Ore no Seishun Love Comedy wa Machigatteiru. Zoku | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Yuri Kuma Arashi | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Fruits Basket: The Final | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Gakuen Heaven | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Yahari Ore no Seishun Love Come wa Machigatteiru. Kan | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Hachimitsu to Kuroba II | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.86 | 3.11 |
| Horimiya | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Kannagi | 5 | 2.57 | 2.21 | 100% | 2.21 | 2.21 | 3.05 | 3.05 |
| Nanaka 6/17 | 4 | 3.67 | 3.43 | 64% | 3.43 | 2.20 | 3.88 | 2.48 |
| School Rumble Ni Gakki | 4 | 3.67 | 3.43 | 64% | 3.43 | 2.20 | 4.31 | 2.76 |
| Full Metal Panic | 4 | 3.64 | 3.28 | 64% | 3.28 | 2.10 | 5.00 | 3.20 |
| Full Moon wo Sagashite | 4 | 3.60 | 3.27 | 64% | 3.27 | 2.09 | 4.37 | 2.80 |
| Hana-Saku Iroha | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| ReLIFE | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Yahari Ore no Seishun Love Come wa Machigatteiru | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Araburu Kisetsu no Otome-domo yo | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Yofukashi no Uta | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Sekirei | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 4.11 | 2.63 |
| Arakawa Under the Bridge x Bridge | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Nagasarete Airantou | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 4.11 | 2.63 |
| Bakuman 2 | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Sono Bisque Doll wa Koi wo Suru | 4 | 3.50 | 3.25 | 64% | 3.25 | 2.08 | 3.43 | 2.20 |
| Shakugan no Shana | 4 | 3.60 | 3.20 | 64% | 3.20 | 2.05 | 3.80 | 2.43 |
| Kamikaze Kaitou Jeanne | 4 | 3.60 | 3.20 | 64% | 3.20 | 2.05 | 3.80 | 2.43 |
| Chobits | 4 | 3.56 | 3.16 | 64% | 3.16 | 2.02 | 4.82 | 3.08 |
| Kimagure Orange Road (TV) | 4 | 3.50 | 3.15 | 64% | 3.15 | 2.01 | 4.08 | 2.61 |
| Kareshi Kanojo no Jijoo | 4 | 3.50 | 3.14 | 64% | 3.14 | 2.01 | 4.70 | 3.01 |
| Nodame Cantabile: Finale | 4 | 3.33 | 3.10 | 64% | 3.10 | 1.98 | 3.54 | 2.27 |
