Fold 0 - Understanding why coefficient 4071483 was selected
Tag: 48
Selected Coefficient: 4071483
Taxonomy Path: 1.1.10.7
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4071483 | 1.000145 | 1.1.10.7 | 7.10.1.1 (7*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 148706038 | 1.000145 | 1.1.6.11.3 | 3.11.6.1.1 (3*83^4 + 11*83^3 + 6*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "48" tag (processing sequence 6139). 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 |
|---|---|---|---|---|---|---|---|
| 23204 | Σετ 2 τμχ. γυναικεία σλιπ πολυτελείας από δαντέλα σε μεγάλα μεγέθη- Μαύρο | 148706038 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | none | 144634555 | SIZE4XL | |
| 8131 | CD D C Mens Motorcycle Biker Leather Vest Traditional Style Cowhide Size 48 | 4071483 | none | 0 | none | ||
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | 0 | 44 | -4071483 | none |