Fold 0 - 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: 5
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 | 1.000162 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 10971758 | 1.000164 | 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 | 1.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -3014403 | 4.000000 | -0.0.9.6 | -6.9.0.0 (-(6*79^3 + 9*79^2)) | No |
These are the training products that have the "CUARTA COLECCIÓN MONTECARLO" tag (processing sequence 3645). 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 | |
| 15899 | MAGNOLIA | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 15906 | TULIPAN | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 16052 | BEGONIA | 25044 | Apparel & Accessories > Clothing > Dresses | none | -3058090 | none | |
| 15896 | JAZMINE | -3014403 | QUINTA COLECCIÓN PROVENCE | -6097537 | none |