Fold 0 - Understanding why coefficient 1129701 was selected
Tag: #FORMALS
Selected Coefficient: 1129701
Taxonomy Path: 1.1.23.2
Taxonomy Name: Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1129701 | 0.000320 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | Yes |
| 25044 | 0.000801 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 68731 | 0.000801 | 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 "#FORMALS" tag (processing sequence 218). 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 |
|---|---|---|---|---|---|---|---|
| 14479 | Lucia | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14484 | Miray | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14494 | Rhea | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14503 | Tiye | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 13563 | Ava | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | -1060970 | COLOUR_BLACK | |
| 14498 | Sirin | 25044 | Apparel & Accessories > Clothing > Dresses | none | -1104657 | __SHOW:PRICE |