Fold 4 - Understanding why coefficient 3083134 was selected
Tag: CUARTA COLECCIÓN MONTECARLO
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
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? |
|---|---|---|---|---|---|
| 3083134 | 0.000325 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 10971758 | 0.000327 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 25044 | 0.000961 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 68731 | 0.000961 | 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 "CUARTA COLECCIÓN MONTECARLO" tag (processing sequence 3555). 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 |
|---|---|---|---|---|---|---|---|
| 15898 | LIRIO | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15891 | GARDEÑA | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 15899 | MAGNOLIA | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15902 | ORQUIDEA | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15906 | TULIPAN | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15896 | JAZMINE | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | -3014403 | QUINTA COLECCIÓN PROVENCE | |
| 16052 | BEGONIA | 25044 | Apparel & Accessories > Clothing > Dresses | none | -3058090 | none |