Fold 3 - Understanding why coefficient 3997585 was selected
Tag: PANTS
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 3997585 | 2.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 4360537 | 2.000793 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -405109883 | 5.000198 | -0.0.62.66.15 | -15.66.62.0.0 (-(15*71^4 + 66*71^3 + 62*71^2)) | No | |
| 1426603 | 5.000198 | 0.0.70.3 | 3.70.0.0 (3*71^3 + 70*71^2) | No |
These are the training products that have the "PANTS" tag (processing sequence 1828). 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 |
|---|---|---|---|---|---|---|---|
| 349 | Curvy Jeans | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | JEANS | 362952 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 9123 | Tulip Black Pant | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 12 | Parrot Straight Pants | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 5220 | Airbrush Pink Lightning Joggers Design | 1426603 | WHITE, JOGGERS, YELLOW, BOTTOMS | -2570982 | none | ||
| 1478 | Black Gumball Board Shorts | -405109883 | BOTTOMS, GAZZY BY GAZZO | -409107468 | SWIM |