Fold 0 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 74
Unique residual values tried: 8
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 4 | 14.313253 | 4 | 4 (4) | Yes | |
| 170 | 14.433735 | 4.2 | 2.4 (2*83 + 4) | No | |
| 7889 | 14.710843 | 4.12.1 | 1.12.4 (6889 + 12*83 + 4) | No | |
| 1729558 | 14.710843 | 4.5.2.3 | 3.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4) | No | |
| 0 | 65.000000 | 0 | 0 (0) | No | |
| -97204049 | 71.000000 | -10.3.0.4.2 | -2.4.0.3.10 (-(2*83^4 + 4*83^3 + 3*83 + 10)) | No | |
| -4663933 | 73.000000 | -80.0.13.8 | -8.13.0.80 (-(8*83^3 + 13*83^2 + 80)) | No | |
| 3486273 | 73.000000 | 24.5.8.6 | 6.8.5.24 (6*83^3 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "BABY" tag (processing sequence 5155). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 27759 | Chef mouse | 3486273 | none | 3486269 | none | ||
| 18783 | Football Rattle | 1729558 | none | 1729554 | SHOWER GIFT, FOOTBALL | ||
| 24610 | Security Blanket- Hula Girls | 7889 | none | 7885 | none | ||
| 9780 | 2nd birthday outfit for baby girl long sleeve - Pink two | 170 | none | 166 | none | ||
| 9693 | Baby first birthday outfit girl - White and pink flower | 170 | none | 166 | none | ||
| 10058 | Baby girl first birthday dress long sleeve - Pink flower | 170 | none | 166 | none | ||
| 9694 | Baby first birthday outfit girl - White and pink cupcake | 170 | none | 166 | none | ||
| 9700 | Second birthday outfit for girls - White and pink | 170 | none | 166 | none | ||
| 10095 | Baby girl first birthday dress long sleeve - Light pink one | 170 | none | 166 | none | ||
| 9701 | Baby first birthday outfit girl - White and pink one | 170 | none | 166 | none | ||
| 9702 | Baby first birthday outfit girl - White and pink lit one | 170 | none | 166 | none | ||
| 9708 | Baby girl first birthday outfit - Deep Pink Flower | 170 | none | 166 | none | ||
| 9761 | 1st birthday dress for baby girl - White and Deep Pink One | 170 | none | 166 | none | ||
| 9717 | Baby girl first birthday outfit - Deep Pink Cupcake | 170 | none | 166 | none | ||
| 9718 | Baby girl first birthday outfit - Light Pink One | 170 | none | 166 | none | ||
| 9719 | Baby girl first birthday outfit - Light Pink Cupcake | 170 | none | 166 | none | ||
| 9720 | Baby girl first birthday outfit - Red ice cream | 170 | none | 166 | none | ||
| 9730 | Baby girl first birthday outfit - Red Cupcake | 170 | none | 166 | none | ||
| 9737 | 2nd birthday tutu outfit for baby girl | 170 | none | 166 | none | ||
| 9397 | Baby girl one year old birthday outfit - Black | 170 | none | 166 | none | ||
| 9739 | 2nd birthday tutu dress - Deep Pink Two | 170 | none | 166 | none | ||
| 9740 | 1st birthday dress for baby girl - Deep Pink Mouse | 170 | none | 166 | none | ||
| 9753 | 1st birthday dress for baby girl - White and Pink Heart | 170 | none | 166 | none | ||
| 9754 | 1st birthday dress for baby girl - Deep Pink One | 170 | none | 166 | none | ||
| 9709 | Baby girl first birthday outfit - Deep Pink Two | 170 | none | 166 | none | ||
| 9764 | 1st birthday dress for baby girl - Deep Pink Cupcake | 170 | none | 166 | none | ||
| 9774 | 1st birthday dress for baby girl - White and pink cupcake | 170 | none | 166 | none | ||
| 10176 | First birthday outfit baby girl - Purple | 4 | none | 0 | none | ||
| 9692 | Plaid dress for baby girl - Red and black | 4 | none | 0 | none | ||
| 9299 | Sequin baby girl dress - Red | 4 | none | 0 | none | ||
| 9300 | Sequin baby girl dress - Pink | 4 | none | 0 | none | ||
| 9301 | Sequin baby girl dress - Green | 4 | none | 0 | none | ||
| 9302 | Sequin baby girl dress - Cream | 4 | none | 0 | none | ||
| 9313 | Toddler girl party dresses - Dark Pink | 4 | none | 0 | none | ||
| 9347 | Baby girl one year old birthday outfit - Purple | 4 | none | 0 | none | ||
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | none | 0 | none | ||
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | none | 0 | none | ||
| 9763 | 1st birthday dress for baby girl - Pink Leopard Cupcake | 4 | none | 0 | none | ||
| 9894 | Baby girl first birthday dress long sleeve - White and pink leopard | 4 | none | 0 | none | ||
| 10093 | Baby girl first birthday dress long sleeve - Deep pink heart | 4 | none | 0 | none | ||
| 10094 | Baby girl first birthday dress long sleeve - Deep pink one | 4 | none | 0 | none | ||
| 10107 | Baby girl first birthday dress long sleeve - Deep pink cake | 4 | none | 0 | none | ||
| 10116 | 2nd birthday tutu for baby girl - Light pink and white two | 4 | none | 0 | none | ||
| 10117 | 2nd birthday tutu for baby girl - Deep pink and white two | 4 | none | 0 | none | ||
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | none | 0 | none | ||
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 4 | none | 0 | none | ||
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | none | 0 | none | ||
| 10132 | Toddler 2nd birthday outfit girl - Pink and White | 4 | none | 0 | none | ||
| 10133 | First birthday unicorn outfit - White and Pink | 4 | none | 0 | none | ||
| 10134 | First birthday outfit girls - Black and Pink | 4 | none | 0 | none | ||
| 10141 | First birthday outfit girls - White and Pink | 4 | none | 0 | none | ||
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | none | 0 | none | ||
| 10151 | First birthday party outfit girl - Deep Pink | 4 | none | 0 | none | ||
| 10157 | First birthday party outfit girl - Pink | 4 | none | 0 | none | ||
| 10164 | First birthday outfit baby girl - Pink | 4 | none | 0 | none | ||
| 18728 | Pink Floral Crib Sheet | 4 | none | 0 | none | ||
| 20893 | Spread Hummus It's The Vegan Way Onesie | 4 | none | 0 | none | ||
| 20901 | Go Vegan Revolution Magenta Logo With Text Onesie | 4 | none | 0 | none | ||
| 20902 | Peace, Love, Go Vegan Onesie | 4 | none | 0 | none | ||
| 20964 | Not Your Mom, Not Your Milk Onesie | 4 | none | 0 | COW | ||
| 24374 | Toddler Short Sleeve Tee | 4 | none | 0 | none | ||
| 18763 | Dino Rattle | 0 | HOLIDAY SALE | -4 | SHOWER GIFT | ||
| 12208 | Designer Minky Blanket - Gamer Dad | 0 | DESIGNER MINKY BLANKET | -4 | none | ||
| 12234 | Designer Minky Blanket - Little Man | 0 | DESIGNER MINKY | -4 | none | ||
| 18727 | Tiger Rattle | 0 | HOLIDAY SALE | -4 | SHOWER GIFT | ||
| 12130 | Designer Minky Blanket - Adorable Dinos | 0 | DESIGNER MINKY BLANKET | -4 | DINOSAURS | ||
| 18755 | Blue Crab Rattle | 0 | HOLIDAY SALE | -4 | SHOWER GIFT | ||
| 18830 | Koala Organic Cotton Muslin Swaddle | 0 | BEDDING | -4 | SHOWER GIFT | ||
| 5382 | Airbrush Born in the 80s Shirt Design | 0 | TSHIRT | -4 | none | ||
| 12221 | Designer Minky Blanket - Hockey Keep Your Stick on the Ice Blue/Green | 0 | DESIGNER MINKY BLANKET | -4 | none | ||
| 20897 | Peace, Love, Go Vegan Shirt (Infant) | -4663933 | VEGAN SHIRT | -4663937 | TOPS | ||
| 18789 | NYC Train Baby Security Blanket | -97204049 | BLANKET | -97204053 | SHOWER GIFT | ||
| 18795 | Elephant Baby Security Blanket | -97204049 | BLANKET | -97204053 | SHOWER GIFT | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -97204049 | BLANKET | -97204053 | SHOWER GIFT |