Fold 0 - Understanding why coefficient 6402 was selected
Tag: COMPUTER BUG
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6402 | 2.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -12406793 | 3.000000 | -1.75.12.25 | -25.12.75.1 (-(25*79^3 + 12*79^2 + 75*79 + 1)) | No | |
| -12482 | 3.000000 | -0.0.2 | -2.0.0 (-(2*79^2)) | No |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 1092). 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 |
|---|---|---|---|---|---|---|---|
| 4163 | Computer Bug, "The Butterfly" | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4165 | Computer Bug, "The Hornet" | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4147 | Item048: ChipScapes Computer Bug Wings - "The Bee" | -12482 | GOLD | -18884 | none | ||
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | -12406793 | PINK, ROSE | -12413195 | none |