Fold 1 - Understanding why coefficient 624249864 was selected
Tag: JACKETS
Selected Coefficient: 624249864
Taxonomy Path: 1.1.10.2.16
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 624249864 | 0.000160 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | Yes |
| 234749054 | 0.000160 | 1.1.10.2.6 | 6.2.10.1.1 (6*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | No |
| 68731 | 0.000641 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "JACKETS" tag (processing sequence 2621). 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 |
|---|---|---|---|---|---|---|---|
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 0 | XL, TOPS | |
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 0 | XS, TOPS | |
| 12589 | LEFROY Eco Softshell Jacket - Men's (Q817722) | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 0 | none | |
| 8970 | Woodpeck MJacket FW22 Bumneste | 234749054 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Parkas | none | -389500810 | none | |
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | -624181133 | TROUSERS |