Fold 3 - Understanding why coefficient -10434637 was selected
Tag: COMPUTER BUG
Selected Coefficient: -10434637
Taxonomy Path: -1.75.12.21
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -10434637 | 1.012658 | -1.75.12.21 | -21.12.75.1 (-(21*79^3 + 12*79^2 + 75*79 + 1)) | Yes | |
| -6010163 | 1.012658 | -1.1.15.12 | -12.15.1.1 (-(12*79^3 + 15*79^2 + 79 + 1)) | No | |
| 6402 | 2.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
These are the training products that have the "COMPUTER BUG" tag (processing sequence 1089). 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 |
|---|---|---|---|---|---|---|---|
| 4164 | Computer Bug, "The Firefly" | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 10441039 | HUMOR | |
| 4147 | Item048: ChipScapes Computer Bug Wings - "The Bee" | -6010163 | GOLD, BLUE | 4424474 | none | ||
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | -10434637 | PINK, ROSE | 0 | none |