Fold 0 - Understanding why coefficient 38079 was selected
Tag: METALLIC
Selected Coefficient: 38079
Taxonomy Path: 1.8.6
Taxonomy Name: Apparel & Accessories > Shoes > Sandals
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? |
|---|---|---|---|---|---|
| 38079 | 1.000160 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | Yes |
| 50561 | 1.000160 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| -12324 | 2.000000 | -0.77.1 | -1.77.0 (-(6241 + 77*79)) | No |
These are the training products that have the "METALLIC" tag (processing sequence 62). 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 |
|---|---|---|---|---|---|---|---|
| 9526 | CRU SIGNATURE: SILVER METALLIC TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 12482 | none | |
| 9499 | DANCING QUEEN: RAINBOW METALLIC BLOCK HEEL SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | 0 | none | |
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | -12324 | GOLD | -50403 | none |