Fold 1 - Understanding why coefficient 4683161 was selected
Tag: ROSE
Selected Coefficient: 4683161
Taxonomy Path: 1.1.6.13
Taxonomy Name: Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4683161 | 1.000397 | 1.1.6.13 | 13.6.1.1 (13*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | Yes |
| 1492208 | 1.000793 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 2570982 | 1.000793 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 917689 | 5.000000 | 14.3.40.2 | 2.40.3.14 (2*71^3 + 40*71^2 + 3*71 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
These are the training products that have the "ROSE" tag (processing sequence 60). 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 |
|---|---|---|---|---|---|---|---|
| 1736 | Nuisette de nuit en dentelle rose | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 0 | DENTELLE | |
| 1782 | Nuisette grande taille rose | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 0 | none | |
| 1842 | Nuisette grand taille rose transparente | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 0 | none | |
| 888 | Distressed Cropped Oxford | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -2112179 | BUTTON DOWN, GOOD AMERICAN, KARDASHIAN | |
| 956 | Good 90'S Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | -3190953 | KARDASHIAN | |
| 1522 | CIRCULAR CANDLE | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | -3765472 | HOME |