Fold 0 - Understanding why coefficient -530645 was selected
Tag: METALLIC
Selected Coefficient: -530645
Taxonomy Path: -2.2.6.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -530645 | 3.000000 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | Yes | |
| 38079 | 3.000000 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "METALLIC" tag (processing sequence 2706). 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 |
|---|---|---|---|---|---|---|---|
| 9498 | DANCING QUEEN: GOLD METALLIC BLOCK HEEL SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | 568724 | none | |
| 9499 | DANCING QUEEN: RAINBOW METALLIC BLOCK HEEL SANDALS | 38079 | Apparel & Accessories > Shoes > Sandals | none | 568724 | none | |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | 0 | SANDAL | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | |
| 17630 | Pink Magic Dog Bandana | -530645 | GIRLY, DOG BANDANA | 0 | none | ||
| 17642 | Prancing Poinsettias Dog Bandana | -530645 | GIRLY, DOG BANDANA | 0 | none |