Fold 2 - Understanding why coefficient 6402 was selected
Tag: 4004
Selected Coefficient: 6402
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? |
|---|---|---|---|---|---|
| 6402 | 1.000160 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 12643 | 1.000160 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "4004" tag (processing sequence 2417). 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 |
|---|---|---|---|---|---|---|---|
| 3829 | The Intel 4001 - The 4004's Program Store - ROM | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 6241 | none | |
| 3831 | The Intel 4003 - The 4004's Output Expander | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 4231 | Intel's First Chips - Chips that Changed the World - The 4004, 8008, 8080, 3101 & 1702 | 0 | FIRST OF A KIND | -6402 | none |