Fold 1 - Understanding why coefficient 19198 was selected
Tag: MALEFICENT
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 19198 | 2.000481 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 50403 | 2.000481 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 56644 | 2.000641 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| 31205 | 5.000160 | 0.0.5 | 5.0.0 (5*79^2) | No |
These are the training products that have the "MALEFICENT" tag (processing sequence 3533). 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 |
|---|---|---|---|---|---|---|---|
| 20689 | Defiant Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 37446 | none | |
| 20705 | Defiant Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 20634 | 14K & Sterling Defiant Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 20643 | Gossamer Necklace | 31205 | ELEGANCE | 12007 | none | ||
| 20664 | Defiant Cuff | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20698 | Maleficent Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20640 | Maleficent Hoops with stones | 0 | GARNETS, AQUA CHALCEDONY, PERIDOTS | -19198 | CARNELIAN |