Fold 4 - Understanding why coefficient 1302105 was selected
Tag: #FORMALS
Selected Coefficient: 1302105
Taxonomy Path: 1.1.23.2
Taxonomy Name: Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 1302105 | 0.000290 | 1.1.23.2 | 2.23.1.1 (2*83^3 + 23*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | Yes |
| 75863 | 0.001016 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 103419 | 0.001016 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No |
These are the training products that have the "#FORMALS" tag (processing sequence 2859). 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 |
|---|---|---|---|---|---|---|---|
| 14494 | Rhea | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14479 | Lucia | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14484 | Miray | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14487 | Niera | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14503 | Tiye | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14493 | Rene | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 0 | none | |
| 14489 | Nova | 103419 | none | -1198686 | none | ||
| 13563 | Ava | 75863 | none | -1226242 | none |