Fold 3 - Understanding why coefficient 4518564 was selected
Tag: TANK TOPS
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 4518564 | 1.000320 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 117842642 | 1.000641 | 1.1.1.2.3 | 3.2.1.1.1 (3*79^4 + 2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | No |
| 1454073 | 6.000000 | 78.77.74.2 | 2.74.77.78 (2*79^3 + 74*79^2 + 77*79 + 78) | No |
These are the training products that have the "TANK TOPS" tag (processing sequence 2864). 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 |
|---|---|---|---|---|---|---|---|
| 376 | Lose Athletic Tank Top | 117842642 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | none | 113324078 | none | |
| 399 | Namaste Racerback Performance Tank Top | 117842642 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > Tank Tops | none | 113324078 | none | |
| 14182 | Women's Ideal Racerback Tank - Jezebel | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 363 | Yellow Tropical Plant Print Tank Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 12259 | NO ORDER Custom Womens Flowy Tank | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 14172 | Women's Ideal Racerback Tank - No. | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 849 | Celine | 1454073 | FASHION, FALL | -3064491 | none |