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 | 2.014085 | 4 | 4 (4) | Baby & Toddler | Yes |
| 146 | 2.014085 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
| -82465945 | 3.000000 | -13.3.29.17.3 | -3.17.29.3.13 (-(3*71^4 + 17*71^3 + 29*71^2 + 3*71 + 13)) | No | |
| 35714 | 3.000000 | 1.6.7 | 7.6.1 (7*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
These are the training products that have the "ACRYLIC" tag (processing sequence 355). 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 | 35714 | Apparel & Accessories > Jewelry > Jewelry Sets | none | 35710 | none | |
| 2045 | Starry Newborn Collection - Girls | 146 | Baby & Toddler > Baby Gift Sets | none | 142 | none | |
| 2044 | Starry Newborn Collection - Boys | 4 | Baby & Toddler | none | 0 | none | |
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -82465945 | BLUE, BLACK, WHITE, BEIGE, ABSTRACT | -82465949 | MIXED MEDIA |