Koi wa Ameagari no You ni
Rating Average: 3.5000Rating Stddev: 0.5
Review Count: 2
Existing Best Bet #: 3.43067655807339
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 3.5000 - 0.5 ) + ( 0.693147180559945 / 1.6094379124341 )
( 3 ) - 0.430676558073393
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 3.5000 - 0.25 ) - 0 ) * $similarity
( 3.25 - 0 ) * $similarity
3.25 * $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 - 2018, Romance, TV, Modern, High School
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 |
|---|---|---|---|---|---|---|---|---|
| Happy Sugar Life | 5 | 4.00 | 4.00 | 100% | 3.50 | 3.50 | 4.00 | 4.00 |
| Yagate Kimi ni Naru | 5 | 4.00 | 4.00 | 100% | 3.50 | 3.50 | 4.00 | 4.00 |
| Ouran Koko Host Club | 4 | 4.00 | 4.00 | 64% | 4.00 | 2.56 | 5.11 | 3.27 |
| Mai-HiME | 4 | 3.88 | 3.71 | 64% | 3.71 | 2.37 | 4.84 | 3.10 |
| BECK | 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 |
| Cross Game | 4 | 3.80 | 3.60 | 64% | 3.60 | 2.30 | 4.40 | 2.82 |
| Suzuka | 4 | 3.80 | 3.60 | 64% | 3.60 | 2.30 | 4.40 | 2.82 |
| Paradise Kiss | 4 | 3.75 | 3.53 | 64% | 3.53 | 2.26 | 4.18 | 2.67 |
| Hayate no Gotoku !! | 4 | 3.75 | 3.53 | 64% | 3.53 | 2.26 | 4.18 | 2.67 |
| Yahari Ore no Seishun Love Comedy wa Machigatteiru. Zoku | 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 |
| Kimi wa Houkago Insomnia | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Fruits Basket 2nd Season | 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 |
| Kuzu no Honkai | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Horimiya | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Maria-sama ga Miteru | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Sangatsu no Lion 2 | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Aku no Hana | 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 |
| Chio-chan no Tsuugakuro | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Just Because | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Tsurune: Kazemai Kōkō Kyūdō-bu | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Iroduku Sekai no Ashita kara | 4 | 4.00 | 4.00 | 64% | 3.50 | 2.24 | 4.00 | 2.56 |
| Toradora! | 4 | 3.70 | 3.47 | 64% | 3.47 | 2.22 | 4.67 | 2.99 |
| Aishiteru Ze Baby | 4 | 3.67 | 3.43 | 64% | 3.43 | 2.20 | 4.31 | 2.76 |
| School Rumble Ni Gakki | 4 | 3.67 | 3.43 | 64% | 3.43 | 2.20 | 4.31 | 2.76 |
| Nanaka 6/17 | 4 | 3.67 | 3.43 | 64% | 3.43 | 2.20 | 3.88 | 2.48 |
| Kanon | 4 | 3.70 | 3.38 | 64% | 3.38 | 2.16 | 4.49 | 2.87 |
| Kanon (2006) | 4 | 3.60 | 3.36 | 64% | 3.36 | 2.15 | 4.11 | 2.63 |
| Koi Kaze | 4 | 3.67 | 3.29 | 64% | 3.29 | 2.11 | 4.03 | 2.58 |
| Full Metal Panic | 4 | 3.64 | 3.28 | 64% | 3.28 | 2.10 | 5.00 | 3.20 |
| ReLIFE | 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 |
| Yahari Ore no Seishun Love Come wa Machigatteiru | 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 |
| Bokura ga Ita | 4 | 3.43 | 3.18 | 64% | 3.18 | 2.04 | 4.14 | 2.65 |
| Kareshi Kanojo no Jijoo | 4 | 3.50 | 3.14 | 64% | 3.14 | 2.01 | 4.70 | 3.01 |
| Itazura na Kiss | 4 | 3.50 | 3.12 | 64% | 3.12 | 2.00 | 3.85 | 2.46 |
| Yamato Nadeshiko Shichi Henge | 4 | 3.33 | 3.10 | 64% | 3.10 | 1.98 | 3.54 | 2.27 |
| Clannad (TV) | 4 | 3.38 | 3.03 | 64% | 3.03 | 1.94 | 3.97 | 2.54 |
| Sumomomo Momomo ~ Chijou Saikyou no Yome | 4 | 3.20 | 3.00 | 64% | 3.00 | 1.92 | 3.80 | 2.43 |
| ef - a tale of memories | 4 | 3.00 | 3.00 | 64% | 3.00 | 1.92 | 4.00 | 2.56 |
| Midori no Hibi | 4 | 3.40 | 3.00 | 64% | 3.00 | 1.92 | 4.03 | 2.58 |
| Kimi ga Nozomu Eien | 4 | 3.30 | 2.85 | 64% | 2.85 | 1.82 | 3.83 | 2.45 |
| Hatsukoi Gentei | 4 | 3.20 | 2.83 | 64% | 2.83 | 1.81 | 3.45 | 2.21 |
| Lovely Complex | 4 | 3.17 | 2.82 | 64% | 2.82 | 1.81 | 3.59 | 2.30 |
| Lamune | 4 | 3.00 | 2.68 | 64% | 2.68 | 1.72 | 3.37 | 2.16 |
| Blue Drop: Tenshi-tachi no Gikyoku | 4 | 3.00 | 2.59 | 64% | 2.59 | 1.66 | 2.87 | 1.83 |
