Fold 3 - Understanding why coefficient 5186 was selected
Tag: COMPUTER BUG
Selected Coefficient: 5186
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 5186 | 1.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 30673 | 1.000000 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 2476). 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 |
|---|---|---|---|---|---|---|---|
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 25487 | none | |
| 4164 | Computer Bug, "The Firefly" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none |