Fold 1 - Understanding why coefficient 4 was selected
Tag: BABY
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 56
Unique residual values tried: 7
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 | 13.240506 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 13.303797 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 0 | 48.000000 | 0 | 0 (0) | No | |
| -79872565 | 54.000000 | -10.3.0.4.2 | -2.4.0.3.10 (-(2*79^4 + 4*79^3 + 3*79 + 10)) | No | |
| -7197 | 55.000000 | -8.12.1 | -1.12.8 (-(6241 + 12*79 + 8)) | No | |
| -4025525 | 55.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 546349702 | 55.000000 | 1.1.10.2.14 | 14.2.10.1.1 (14*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | No |
These are the training products that have the "BABY" tag (processing sequence 3439). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 546349702 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | none | 546349698 | APPAREL | |
| 9753 | 1st birthday dress for baby girl - White and Pink Heart | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9761 | 1st birthday dress for baby girl - White and Deep Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9762 | 1st birthday dress for baby girl - White and Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9764 | 1st birthday dress for baby girl - Deep Pink Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9780 | 2nd birthday outfit for baby girl long sleeve - Pink two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10058 | Baby girl first birthday dress long sleeve - Pink flower | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10095 | Baby girl first birthday dress long sleeve - Light pink one | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10143 | 1st birthday outfit baby girl - Light Pink | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9694 | Baby first birthday outfit girl - White and pink cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9702 | Baby first birthday outfit girl - White and pink lit one | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9708 | Baby girl first birthday outfit - Deep Pink Flower | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9709 | Baby girl first birthday outfit - Deep Pink Two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9717 | Baby girl first birthday outfit - Deep Pink Cupcake | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9718 | Baby girl first birthday outfit - Light Pink One | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9720 | Baby girl first birthday outfit - Red ice cream | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9314 | Baby girl one year old birthday outfit - Deep Pink | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9397 | Baby girl one year old birthday outfit - Black | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9741 | 1st birthday dress for baby girl - Deep Pink Crown | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 9739 | 2nd birthday tutu dress - Deep Pink Two | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 10133 | First birthday unicorn outfit - White and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10134 | First birthday outfit girls - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10142 | 1st birthday outfit baby girl - Black and Pink | 4 | Baby & Toddler | none | 0 | none | |
| 10118 | First birthday outfit for baby girls - Light pink and white crown | 4 | Baby & Toddler | none | 0 | none | |
| 9299 | Sequin baby girl dress - Red | 4 | Baby & Toddler | none | 0 | none | |
| 9301 | Sequin baby girl dress - Green | 4 | Baby & Toddler | none | 0 | none | |
| 9302 | Sequin baby girl dress - Cream | 4 | Baby & Toddler | none | 0 | none | |
| 9303 | Toddler girl party dresses - Red | 4 | Baby & Toddler | none | 0 | none | |
| 9312 | Toddler girl party dresses - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9313 | Toddler girl party dresses - Dark Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9347 | Baby girl one year old birthday outfit - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 9348 | Baby girl one year old birthday outfit - Pink | 4 | Baby & Toddler | none | 0 | none | |
| 9692 | Plaid dress for baby girl - Red and black | 4 | Baby & Toddler | none | 0 | none | |
| 9736 | Second birthday dress for baby girl - Long sleeve | 4 | Baby & Toddler | none | 0 | none | |
| 9738 | Cute 1 year old baby girl outfits - One Crown | 4 | Baby & Toddler | none | 0 | none | |
| 10106 | Baby girl first birthday dress long sleeve - Light pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10107 | Baby girl first birthday dress long sleeve - Deep pink cake | 4 | Baby & Toddler | none | 0 | none | |
| 10116 | 2nd birthday tutu for baby girl - Light pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10117 | 2nd birthday tutu for baby girl - Deep pink and white two | 4 | Baby & Toddler | none | 0 | none | |
| 10119 | First birthday outfit for baby girls - Light pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10120 | First birthday outfit for baby girls - Deep pink and white one | 4 | Baby & Toddler | none | 0 | none | |
| 10130 | First birthday outfit for baby girls - Cake deep pink and white | 4 | Baby & Toddler | none | 0 | none | |
| 10131 | Toddler 2nd birthday outfit girl - Pink and Black | 4 | Baby & Toddler | none | 0 | none | |
| 10176 | First birthday outfit baby girl - Purple | 4 | Baby & Toddler | none | 0 | none | |
| 18763 | Dino Rattle | 0 | KNIT | -4 | DINOSAUR, CATALOG | ||
| 12130 | Designer Minky Blanket - Adorable Dinos | 0 | CHEATER QUILT, MADE TO ORDER BLANKET, DESIGNER MINKY BLANKET | -4 | none | ||
| 12208 | Designer Minky Blanket - Gamer Dad | 0 | CHEATER QUILT, MADE TO ORDER BLANKET, DESIGNER MINKY BLANKET | -4 | none | ||
| 12221 | Designer Minky Blanket - Hockey Keep Your Stick on the Ice Blue/Green | 0 | CHEATER QUILT, MADE TO ORDER BLANKET, DESIGNER MINKY BLANKET | -4 | none | ||
| 18755 | Blue Crab Rattle | 0 | KNIT | -4 | CATALOG | ||
| 18783 | Football Rattle | 0 | KNIT | -4 | FOOTBALL, CATALOG | ||
| 18727 | Tiger Rattle | 0 | KNIT | -4 | CATALOG | ||
| 18728 | Pink Floral Crib Sheet | 0 | NURSERY | -4 | CATALOG | ||
| 12234 | Designer Minky Blanket - Little Man | -7197 | CHEATER QUILT, MADE TO ORDER BLANKET, NURSERY | -7201 | none | ||
| 5382 | Airbrush Born in the 80s Shirt Design | -4025525 | LETTERS, 90S, T-SHIRT, VIRAL | -4025529 | none | ||
| 18695 | Puppy Security Blanket & Teether Lovey | -79872565 | BLANKET | -79872569 | CATALOG | ||
| 18789 | NYC Train Baby Security Blanket | -79872565 | BLANKET | -79872569 | CATALOG |