Fold 2 - Understanding why coefficient 5498401 was selected
Tag: TROUSERS
Selected Coefficient: 5498401
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 5498401 | 4.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| -1972156 | 4.000002 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| -9523926 | 5.000000 | -2.2.25.19 | -19.25.2.2 (-(19*79^3 + 25*79^2 + 2*79 + 2)) | No | |
| 4474957 | 5.000000 | 2.2.6.9 | 9.6.2.2 (9*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | No |
These are the training products that have the "TROUSERS" tag (processing sequence 3098). 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 |
|---|---|---|---|---|---|---|---|
| 1030 | Utility Tie Waist Trouser | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 2363 | Pinns Pull On Ankle Grazer Trousers | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 4474957 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Jackets | ORGANIC COTTON, SPANDEX | -1023444 | none | |
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | 0 | ORGANIC COTTON | -5498401 | none | ||
| 1067 | Sybil Trogger | -1972156 | PANTS | -7470557 | none | ||
| 268 | High Waisted Yoga Leggings | -9523926 | LEGGINGS, WOMEN'S CLOTHING, PANTS | -15022327 | AOP CLOTHING, SPORTSWEAR, ASSEMBLED IN THE USA, ALL OVER PRINT, BOTTOMS |