Fold 2 - 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: 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? |
|---|---|---|---|---|---|
| 5186 | 2.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 10437 | 2.000000 | 0.5.2 | 2.5.0 (2*71^2 + 5*71) | No | |
| 30658 | 2.000000 | 57.5.6 | 6.5.57 (6*71^2 + 5*71 + 57) | No |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 1461). 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 |
|---|---|---|---|---|---|---|---|
| 4147 | Item048: ChipScapes Computer Bug Wings - "The Bee" | 30658 | GOLD | 25472 | none | ||
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | 10437 | ROSE | 5251 | none | ||
| 4165 | Computer Bug, "The Hornet" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none |