Shin Kimagure Orange Road: So Shite, Ano Natsu No Hajimari
Rating Average: 3.8000Rating Stddev: 0.39999999999999997
Review Count: 5
Existing Best Bet #: 4.4
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 3.8000 - 0.39999999999999997 ) + ( 1.6094379124341 / 1.6094379124341 )
( 3.4 ) - 1
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 3.8000 - 0.2 ) - 0 ) * $similarity
( 3.6 - 0 ) * $similarity
3.6 * $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: 12 - Romantic Comedy, 1996, Movie, Modern, Drama, Friendship, Music, Romance, Sequel, Supernatural, Time Travel, Seinen
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 |
|---|---|---|---|---|---|---|---|---|
| Suzumiya Haruhi no Shoushitsu | 7 | 4.00 | 4.00 | 34% | 3.50 | 1.19 | 4.68 | 1.59 |
| Kanon | 6 | 3.70 | 3.38 | 25% | 3.38 | 0.84 | 4.49 | 1.12 |
| Da Capo Second Season | 7 | 2.75 | 2.34 | 34% | 2.34 | 0.79 | 2.78 | 0.95 |
| Natsu no Arashi! Akinai-chuu | 7 | 2.50 | 2.25 | 34% | 2.25 | 0.77 | 2.43 | 0.83 |
| Kimagure Orange Road: Ano hi ni Kaeritai | 5 | 4.00 | 4.00 | 17% | 4.00 | 0.69 | 5.00 | 0.87 |
| Full Metal Panic! The Second Raid | 5 | 4.00 | 4.00 | 17% | 4.00 | 0.69 | 5.29 | 0.92 |
| Lamune | 6 | 3.00 | 2.68 | 25% | 2.68 | 0.67 | 3.37 | 0.84 |
| Sekirei ~Pure Engagement~ | 6 | 3.00 | 2.50 | 25% | 2.50 | 0.62 | 2.86 | 0.72 |
| Black Jack (1996) | 5 | 3.75 | 3.53 | 17% | 3.53 | 0.61 | 4.18 | 0.73 |
| Tenchi Muyou! in Love | 5 | 3.80 | 3.53 | 17% | 3.53 | 0.61 | 4.94 | 0.86 |
| Aquarian Age | 6 | 2.67 | 2.43 | 25% | 2.43 | 0.61 | 2.88 | 0.72 |
| Ryū to Sobakasu no Hime | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Fruits Basket: The Final | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Fruits Basket 2nd Season | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Aki-Sora | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Seishun Buta Yarō wa Yume-Miru Shōjo no Yume wo Minai | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Hachimitsu to Kuroba II | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.86 | 0.84 |
| Hotarubi no Mori e | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Hibike! Euphonium: Chikai no Finale | 5 | 4.00 | 4.00 | 17% | 3.50 | 0.61 | 4.00 | 0.69 |
| Aa! Megami-sama - Sorezore no Tsubasa OVA | 5 | 3.67 | 3.43 | 17% | 3.43 | 0.60 | 3.88 | 0.67 |
| Kanon: Kaza Hana | 6 | 2.60 | 2.36 | 25% | 2.36 | 0.59 | 3.11 | 0.78 |
| Kanon (2006) | 5 | 3.60 | 3.36 | 17% | 3.36 | 0.58 | 4.11 | 0.71 |
| Gekijouban Aa! Megami-sama! | 5 | 3.70 | 3.34 | 17% | 3.34 | 0.58 | 4.85 | 0.84 |
| Ai Yori Aoshi | 5 | 3.65 | 3.32 | 17% | 3.32 | 0.58 | 4.86 | 0.84 |
| Rahxephon | 5 | 3.55 | 3.30 | 17% | 3.30 | 0.57 | 4.54 | 0.79 |
| Taiho Shichauzo! (TV) | 5 | 3.67 | 3.29 | 17% | 3.29 | 0.57 | 4.03 | 0.70 |
| Kono Oto Tomare! S2 | 5 | 3.50 | 3.25 | 17% | 3.25 | 0.56 | 3.43 | 0.60 |
| Sasameki Koto | 6 | 2.50 | 2.25 | 25% | 2.25 | 0.56 | 2.86 | 0.72 |
| Kimi no Na wa | 6 | 2.50 | 2.25 | 25% | 2.25 | 0.56 | 2.43 | 0.61 |
| Chobits | 5 | 3.56 | 3.16 | 17% | 3.16 | 0.55 | 4.82 | 0.84 |
| Clannad: After Story | 5 | 3.33 | 3.10 | 17% | 3.10 | 0.54 | 3.98 | 0.69 |
| Uta Kata | 5 | 3.33 | 3.10 | 17% | 3.10 | 0.54 | 3.54 | 0.62 |
| Clannad (TV) | 5 | 3.38 | 3.03 | 17% | 3.03 | 0.53 | 3.97 | 0.69 |
| sola | 5 | 3.40 | 3.00 | 17% | 3.00 | 0.52 | 3.60 | 0.62 |
| REC | 5 | 3.14 | 2.97 | 17% | 2.97 | 0.52 | 4.00 | 0.69 |
| Ajimu Kaigan Monogatari | 5 | 3.25 | 2.84 | 17% | 2.84 | 0.49 | 3.28 | 0.57 |
| Natsu no Arashi! | 5 | 3.20 | 2.83 | 17% | 2.83 | 0.49 | 3.45 | 0.60 |
| Ai Yori Aoshi ~Enishi~ | 5 | 3.14 | 2.82 | 17% | 2.82 | 0.49 | 3.71 | 0.64 |
| Omamori Himari | 5 | 3.00 | 2.65 | 17% | 2.65 | 0.46 | 3.15 | 0.55 |
| ef - a tale of melodies | 5 | 3.00 | 2.59 | 17% | 2.59 | 0.45 | 2.87 | 0.50 |
| Mimi wo Sumaseba | 4 | 4.00 | 4.00 | 11% | 4.00 | 0.44 | 5.00 | 0.56 |
| Toki Wo Kakeru Shoujo | 4 | 4.00 | 4.00 | 11% | 4.00 | 0.44 | 5.21 | 0.58 |
| Zero no Tsukaima: Futatsuki no Kishi | 5 | 2.86 | 2.54 | 17% | 2.54 | 0.44 | 3.43 | 0.60 |
| Ai Yori Aoshi - Dream Story | 5 | 3.00 | 2.50 | 17% | 2.50 | 0.43 | 2.86 | 0.50 |
| Aura: Maryūinkōga Saigo no Tatakai | 5 | 3.00 | 3.00 | 17% | 2.50 | 0.43 | 3.00 | 0.52 |
| Zero no Tsukaima: Princess no Rondo | 5 | 3.00 | 2.50 | 17% | 2.50 | 0.43 | 2.43 | 0.42 |
| Isshuukan Friends | 5 | 3.00 | 2.50 | 17% | 2.50 | 0.43 | 2.43 | 0.42 |
| Seto no Hanayome (OVA) | 5 | 3.00 | 2.50 | 17% | 2.50 | 0.43 | 2.43 | 0.42 |
| Hachimitsu to Kuroba Specials | 5 | 3.00 | 3.00 | 17% | 2.50 | 0.43 | 3.43 | 0.60 |
| Boku Dake ga Inai Machi | 5 | 3.00 | 3.00 | 17% | 2.50 | 0.43 | 3.43 | 0.60 |
