Fold 1 - Understanding why coefficient 1566571 was selected
Tag: BOTTOMS
Selected Coefficient: 1566571
Taxonomy Path: 1.1.14.3
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Chino Shorts
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? |
|---|---|---|---|---|---|
| 1566571 | 1.000322 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | Yes |
| 3538727 | 1.000327 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 1061050 | 1.000641 | 1.1.12.2 | 2.12.1.1 (2*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "BOTTOMS" tag (processing sequence 2833). 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 |
|---|---|---|---|---|---|---|---|
| 746 | Onikan French Terry Short Unisex - Dark Navy|-|Short en tissu éponge Onikan Unisexe - Bleu marine | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1972156 | none | |
| 734 | Niagara Short Women’s - Dark Navy|-|Short Niagara Femme - Marine foncé | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 656 | Brickell Chino Short Men's - Sand|-|Short chino Brickell Homme - Sable | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 652 | Brickell Chino Short Men's - Black|-|Short chino Brickell Homme - Noir | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 705 | Leknes Articulated Pant Men’s - Phantom|-|Pantalon articulé Leknes Homme - Phantom | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | -505521 | none | |
| 692 | Jongno Cargo Pant Men's - Phantom|-|Pantalon cargo Jongno Homme - Phantom | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | -505521 | none | |
| 1478 | Black Gumball Board Shorts | 0 | 90'S, ATHLETIC, LIFE | -1566571 | none |