Yesterday o Utatte
Rating Average: 2.5000Rating Stddev: 0.5
Review Count: 2
Existing Best Bet #: 2.43067655807339
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 2.5000 - 0.5 ) + ( 0.693147180559945 / 1.6094379124341 )
( 2 ) - 0.430676558073393
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 2.5000 - 0.25 ) - 0 ) * $similarity
( 2.25 - 0 ) * $similarity
2.25 * $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: 8 - 2020, Drama, Romance, TV, Modern, Seinen, College, Slice of Life
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 |
|---|---|---|---|---|---|---|---|---|
| Ai Yori Aoshi | 6 | 3.65 | 3.32 | 56% | 3.32 | 1.87 | 4.86 | 2.73 |
| Koi Kaze | 6 | 3.67 | 3.29 | 56% | 3.29 | 1.85 | 4.03 | 2.27 |
| Itazura na Kiss | 6 | 3.50 | 3.12 | 56% | 3.12 | 1.75 | 3.85 | 2.17 |
| Clannad: After Story | 6 | 3.33 | 3.10 | 56% | 3.10 | 1.74 | 3.98 | 2.24 |
| Hachimitsu to Kuroba | 6 | 3.43 | 3.06 | 56% | 3.06 | 1.72 | 3.91 | 2.20 |
| REC | 6 | 3.14 | 2.97 | 56% | 2.97 | 1.67 | 4.00 | 2.25 |
| Kimi ga Nozomu Eien | 6 | 3.30 | 2.85 | 56% | 2.85 | 1.60 | 3.83 | 2.15 |
| Ai Yori Aoshi ~Enishi~ | 6 | 3.14 | 2.82 | 56% | 2.82 | 1.59 | 3.71 | 2.09 |
| Full Metal Panic! The Second Raid | 5 | 4.00 | 4.00 | 39% | 4.00 | 1.56 | 5.29 | 2.07 |
| Lamune | 6 | 3.00 | 2.68 | 56% | 2.68 | 1.51 | 3.37 | 1.89 |
| BECK | 5 | 3.83 | 3.65 | 39% | 3.65 | 1.42 | 4.57 | 1.79 |
| Nodame Cantabile | 5 | 3.83 | 3.65 | 39% | 3.65 | 1.42 | 4.57 | 1.79 |
| Kamichu! | 5 | 3.80 | 3.60 | 39% | 3.60 | 1.41 | 4.40 | 1.72 |
| Kimi ga Nozomu Eien - Haruka Route | 5 | 3.75 | 3.53 | 39% | 3.53 | 1.38 | 4.18 | 1.63 |
| Fruits Basket 2nd Season | 5 | 4.00 | 4.00 | 39% | 3.50 | 1.37 | 4.00 | 1.56 |
| Hanbun no Tsuki ga Noboru Sora | 5 | 4.00 | 4.00 | 39% | 3.50 | 1.37 | 4.86 | 1.90 |
| Aki-Sora | 5 | 4.00 | 4.00 | 39% | 3.50 | 1.37 | 4.00 | 1.56 |
| Nana | 5 | 4.00 | 4.00 | 39% | 3.50 | 1.37 | 4.43 | 1.73 |
| Toradora! | 5 | 3.70 | 3.47 | 39% | 3.47 | 1.36 | 4.67 | 1.83 |
| Aishiteru Ze Baby | 5 | 3.67 | 3.43 | 39% | 3.43 | 1.34 | 4.31 | 1.68 |
| Kanon | 5 | 3.70 | 3.38 | 39% | 3.38 | 1.32 | 4.49 | 1.75 |
| Da Capo Second Season | 6 | 2.75 | 2.34 | 56% | 2.34 | 1.31 | 2.78 | 1.56 |
| Kanon (2006) | 5 | 3.60 | 3.36 | 39% | 3.36 | 1.31 | 4.11 | 1.61 |
| Aoi Hana | 6 | 2.80 | 2.31 | 56% | 2.31 | 1.30 | 2.82 | 1.59 |
| School Days (TV) | 6 | 2.83 | 2.30 | 56% | 2.30 | 1.29 | 2.88 | 1.62 |
| Binbou Shimai Monogatari | 5 | 3.50 | 3.25 | 39% | 3.25 | 1.27 | 3.43 | 1.34 |
| Piano | 5 | 3.50 | 3.25 | 39% | 3.25 | 1.27 | 3.43 | 1.34 |
| Hana-Saku Iroha | 5 | 3.50 | 3.25 | 39% | 3.25 | 1.27 | 3.43 | 1.34 |
| Ladies versus Butlers! | 6 | 2.50 | 2.25 | 56% | 2.25 | 1.27 | 2.86 | 1.61 |
| Sasameki Koto | 6 | 2.50 | 2.25 | 56% | 2.25 | 1.27 | 2.86 | 1.61 |
| Chobits | 5 | 3.56 | 3.16 | 39% | 3.16 | 1.24 | 4.82 | 1.88 |
| Kareshi Kanojo no Jijoo | 5 | 3.50 | 3.14 | 39% | 3.14 | 1.23 | 4.70 | 1.83 |
| Amagami SS | 6 | 2.40 | 2.16 | 56% | 2.16 | 1.21 | 2.91 | 1.64 |
| White Album S2 | 5 | 3.25 | 3.03 | 39% | 3.03 | 1.18 | 3.68 | 1.44 |
| Clannad (TV) | 5 | 3.38 | 3.03 | 39% | 3.03 | 1.18 | 3.97 | 1.55 |
| sola | 5 | 3.40 | 3.00 | 39% | 3.00 | 1.17 | 3.60 | 1.41 |
| ef - a tale of memories | 5 | 3.00 | 3.00 | 39% | 3.00 | 1.17 | 4.00 | 1.56 |
| Midori no Hibi | 5 | 3.40 | 3.00 | 39% | 3.00 | 1.17 | 4.03 | 1.57 |
| Myself; Yourself | 6 | 2.38 | 2.03 | 56% | 2.03 | 1.14 | 2.97 | 1.67 |
| Maison Ikkoku | 5 | 3.22 | 2.91 | 39% | 2.91 | 1.14 | 3.96 | 1.55 |
| Onegai Teacher | 5 | 3.27 | 2.88 | 39% | 2.88 | 1.13 | 4.18 | 1.63 |
| To Heart | 5 | 3.12 | 2.60 | 39% | 2.60 | 1.01 | 3.36 | 1.31 |
| True Tears | 5 | 3.00 | 2.59 | 39% | 2.59 | 1.01 | 3.30 | 1.29 |
| Mizuiro Jidai | 5 | 3.00 | 2.59 | 39% | 2.59 | 1.01 | 2.87 | 1.12 |
| Aa! Megami-sama - Sorezore no Tsubasa | 5 | 3.00 | 2.59 | 39% | 2.59 | 1.01 | 2.87 | 1.12 |
| ef - a tale of melodies | 5 | 3.00 | 2.59 | 39% | 2.59 | 1.01 | 2.87 | 1.12 |
| Mimi wo Sumaseba | 4 | 4.00 | 4.00 | 25% | 4.00 | 1.00 | 5.00 | 1.25 |
| Kimagure Orange Road: Ano hi ni Kaeritai | 4 | 4.00 | 4.00 | 25% | 4.00 | 1.00 | 5.00 | 1.25 |
| Canvas 2 ~Niji Iro no Sketch~ | 5 | 3.00 | 2.55 | 39% | 2.55 | 1.00 | 3.11 | 1.21 |
| Kimikiss Pure Rouge | 5 | 2.75 | 2.53 | 39% | 2.53 | 0.99 | 3.18 | 1.24 |
