Fold 4 - Understanding why coefficient 168666 was selected
Tag: AHLEM
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 168666 | 6.025316 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 37921 | 6.063291 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 7.012658 | 0 | 0 (0) | No | |
| 130745 | 7.063291 | 0.75.20 | 20.75.0 (20*79^2 + 75*79) | No |
These are the training products that have the "AHLEM" tag (processing sequence 414). 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 |
|---|---|---|---|---|---|---|---|
| 9190 | Cométe | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CAT-EYE, FILIGREE | |
| 9210 | Place Dauphine | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9168 | Place Blanche | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9185 | Place de l'Opéra | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9188 | Place de la Concorde | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9206 | Ségur | 130745 | GOLD | -37921 | DARK TURTLE, FILIGREE, LARGE | ||
| 9212 | Saint Germain | 37921 | Apparel & Accessories > Jewelry > Earrings | 8MM | -130745 | DARK TURTLE | |
| 9166 | Rue Duroc | 37921 | Apparel & Accessories > Jewelry > Earrings | 8MM | -130745 | DARK TURTLE, PETITE | |
| 9193 | Rue Amélie | 0 | GOLD, 8MM | -168666 | FILIGREE | ||
| 9189 | Theatre | 0 | GOLD, 8MM | -168666 | DARK TURTLE, FILIGREE, PETITE | ||
| 9209 | Lille | 0 | GOLD, 8MM | -168666 | FILIGREE, PETITE | ||
| 9167 | Rue de Turenne | 0 | GOLD, 8MM | -168666 | DARK TURTLE, FILIGREE, PETITE | ||
| 9192 | Rue Fabert | 0 | GOLD, 8MM | -168666 | FILIGREE |