Fold 4 - Understanding why coefficient 4 was selected
Tag: ACRYLIC
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 4 | 2.012658 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 2.012658 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| -117855134 | 3.000000 | -11.1.3.2.3 | -3.2.3.1.11 (-(3*79^4 + 2*79^3 + 3*79^2 + 79 + 11)) | No | |
| 44162 | 3.000000 | 1.6.7 | 7.6.1 (7*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
These are the training products that have the "ACRYLIC" tag (processing sequence 385). 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 |
|---|---|---|---|---|---|---|---|
| 1523 | Clam Shell Earrings + Necklace Set | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | none | 44158 | none | |
| 2045 | Starry Newborn Collection - Girls | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 2044 | Starry Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -117855134 | WHITE, ORANGE, BLUE, ABSTRACT | -117855138 | none |