Fold 4 - Understanding why coefficient -168666 was selected
Tag: FILIGREE
Selected Coefficient: -168666
Taxonomy Path: -1.2.27
Taxonomy Name:
Products with this tag: 9
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 | 5.000000 | -1.2.27 | -27.2.1 (-(27*79^2 + 2*79 + 1)) | Yes | |
| 0 | 6.012658 | 0 | 0 (0) | No | |
| 130745 | 6.025316 | 0.75.20 | 20.75.0 (20*79^2 + 75*79) | No | |
| 168666 | 7.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "FILIGREE" tag (processing sequence 1378). 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 |
|---|---|---|---|---|---|---|---|
| 9213 | Gaillon | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 337332 | PETITE | |
| 9186 | Auber | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 337332 | none | |
| 9206 | Ségur | 130745 | GOLD, AHLEM, DARK TURTLE | 299411 | LARGE | ||
| 9167 | Rue de Turenne | 0 | GOLD, 8MM, AHLEM, DARK TURTLE | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | PETITE | |
| 9189 | Theatre | 0 | GOLD, 8MM, AHLEM, DARK TURTLE | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | PETITE | |
| 9193 | Rue Amélie | -168666 | GOLD, 8MM, AHLEM | 0 | none | ||
| 9192 | Rue Fabert | -168666 | GOLD, 8MM, AHLEM | 0 | none | ||
| 9209 | Lille | -168666 | GOLD, 8MM, AHLEM | 0 | PETITE | ||
| 9190 | Cométe | -168666 | AHLEM, CAT-EYE | 0 | none |