Gunparade March
Rating Average: 3.6667Rating Stddev: 0.4714045207910317
Review Count: 3
Existing Best Bet #: 3.87790167369495
( $rating_average - $rating_stddev ) + ( log($reviews) / log(5) )
( 3.6667 - 0.4714045207910317 ) + ( 1.09861228866811 / 1.6094379124341 )
( 3.19529547920897 ) - 0.682606194485985
Proposed Best Bet #:
( ( $rating_average - ( $rating_stddev / 2) ) - ( ( $stddev==0 and $reviews<5)? .5: 0 ) * $similarity
( ( 3.6667 - 0.235702260395516 ) - 0 ) * $similarity
( 3.43099773960448 - 0 ) * $similarity
3.43099773960448 * $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 - 2003, TV, Sci-Fi, Action, Mecha, 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 |
|---|---|---|---|---|---|---|---|---|
| Eureka Seven | 5 | 4.00 | 4.00 | 69% | 4.00 | 2.78 | 5.00 | 3.47 |
| Full Metal Panic! The Second Raid | 5 | 4.00 | 4.00 | 69% | 4.00 | 2.78 | 5.29 | 3.68 |
| Simoun | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.00 | 2.78 |
| Cho Jiku Yosai Macross | 5 | 4.00 | 4.00 | 69% | 3.50 | 2.43 | 4.43 | 3.08 |
| Planetes | 5 | 3.67 | 3.43 | 69% | 3.43 | 2.38 | 4.31 | 2.99 |
| Saishu Heiki Kanojo | 5 | 3.60 | 3.36 | 69% | 3.36 | 2.33 | 4.54 | 3.15 |
| Uchuu no Stellvia | 6 | 2.83 | 2.30 | 100% | 2.30 | 2.30 | 2.88 | 2.88 |
| Full Metal Panic | 5 | 3.64 | 3.28 | 69% | 3.28 | 2.28 | 5.00 | 3.47 |
| Brain Powerd | 5 | 3.50 | 3.25 | 69% | 3.25 | 2.26 | 3.86 | 2.68 |
| Code Geass Hangyaku no Lelouch | 5 | 3.29 | 2.94 | 69% | 2.94 | 2.04 | 3.79 | 2.64 |
| Kiddy Grade | 5 | 3.12 | 2.66 | 69% | 2.66 | 1.85 | 3.49 | 2.42 |
| Macross Frontier | 5 | 3.00 | 2.65 | 69% | 2.65 | 1.84 | 3.15 | 2.19 |
| Bigguou | 5 | 3.00 | 2.62 | 69% | 2.62 | 1.82 | 3.45 | 2.40 |
| G-on Riders | 5 | 3.00 | 2.59 | 69% | 2.59 | 1.80 | 2.87 | 1.99 |
| Full Metal Panic ~Fumoffu~ | 4 | 4.00 | 4.00 | 44% | 4.00 | 1.78 | 5.59 | 2.49 |
| Koukaku Kidoutai STAND ALONE COMPLEX | 4 | 4.00 | 4.00 | 44% | 4.00 | 1.78 | 5.43 | 2.41 |
| Code Geass Hangyaku no Lelouch Season 2 | 5 | 3.00 | 2.55 | 69% | 2.55 | 1.77 | 3.11 | 2.16 |
| Kannazuki no Miko | 5 | 3.00 | 2.50 | 69% | 2.50 | 1.74 | 2.43 | 1.69 |
| Kakumeiki Valvrave | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Kakumeiki Valvrave 2 | 5 | 3.00 | 3.00 | 69% | 2.50 | 1.74 | 3.00 | 2.08 |
| Vandread | 4 | 3.89 | 3.73 | 44% | 3.73 | 1.66 | 4.94 | 2.20 |
| Mai-HiME | 4 | 3.88 | 3.71 | 44% | 3.71 | 1.65 | 4.84 | 2.15 |
| Scrapped Princess | 4 | 3.88 | 3.71 | 44% | 3.71 | 1.65 | 4.84 | 2.15 |
| Jinzo Ningen Kikaider | 4 | 3.83 | 3.65 | 44% | 3.65 | 1.62 | 4.57 | 2.03 |
| Vandread The Second Stage | 4 | 3.80 | 3.60 | 44% | 3.60 | 1.60 | 4.40 | 1.96 |
| Macross Zero | 4 | 3.75 | 3.53 | 44% | 3.53 | 1.57 | 4.18 | 1.86 |
| Digimon Tamers | 4 | 3.75 | 3.53 | 44% | 3.53 | 1.57 | 4.18 | 1.86 |
| Gad Guard | 5 | 2.50 | 2.25 | 69% | 2.25 | 1.56 | 2.43 | 1.69 |
| Bounen no Zamudo | 5 | 2.50 | 2.25 | 69% | 2.25 | 1.56 | 2.43 | 1.69 |
| Kyoushirou to Towa no Sora | 5 | 2.50 | 2.25 | 69% | 2.25 | 1.56 | 2.43 | 1.69 |
| Mobile Suit Gundam: Tekketsu no Orphans | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Sentou Mecha Xabungle | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Tengen Toppa Gurren-lagann | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.68 | 2.08 |
| Heat Guy J | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.68 | 2.08 |
| KURAU Phantom Memory | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Suisei no Gargantia | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Mobile Suit Victory Gundam | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Casshern: The Last Day on Earth | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Kidō Senshi Gundam: Tekketsu no Orphans (TV 2) | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| 009-1 | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.43 | 1.97 |
| SSSS.Dynazenon | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Zegapain | 4 | 4.00 | 4.00 | 44% | 3.50 | 1.56 | 4.00 | 1.78 |
| Bubblegum Crisis Tokyo 2040 | 4 | 3.70 | 3.47 | 44% | 3.47 | 1.54 | 4.67 | 2.08 |
| Seikai no Senki II | 4 | 3.67 | 3.43 | 44% | 3.43 | 1.52 | 3.88 | 1.72 |
| Samurai 7 | 4 | 3.67 | 3.43 | 44% | 3.43 | 1.52 | 3.88 | 1.72 |
| Kidou Senshi Gundam | 4 | 3.67 | 3.43 | 44% | 3.43 | 1.52 | 3.88 | 1.72 |
| Kidou Senshi Gundam SEED | 4 | 3.73 | 3.42 | 44% | 3.42 | 1.52 | 4.60 | 2.04 |
| Rahxephon | 4 | 3.55 | 3.30 | 44% | 3.30 | 1.47 | 4.54 | 2.02 |
| Kidou Keisatsu Patlabor (TV) | 4 | 3.50 | 3.25 | 44% | 3.25 | 1.44 | 3.43 | 1.52 |
| Blassreiter | 4 | 3.50 | 3.25 | 44% | 3.25 | 1.44 | 3.43 | 1.52 |
