Fold 1 - Understanding why coefficient 10227 was selected
Tag: 4004
Selected Coefficient: 10227
Taxonomy Path: 3.2.2
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 10227 | 2.000198 | 3.2.2 | 2.2.3 (2*71^2 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | Yes |
| 5186 | 2.000595 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "4004" tag (processing sequence 96). 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 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3830 | The Intel 4002 - The 4004's Main Memory - RAM | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 4220 | Intel 4040 - The Intel 4004 Revisited - P4040 | 10227 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 0 | none | |
| 3831 | The Intel 4003 - The 4004's Output Expander | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -5041 | none | |
| 4231 | Intel's First Chips - Chips that Changed the World - The 4004, 8008, 8080, 3101 & 1702 | 0 | MICROPROCESSOR | -10227 | none | ||
| 4271 | Ten of The First Microprocessors - Intel 4004, MOS 6502, AMD 2901, Fairchild F8, etc. | 0 | MICROPROCESSOR, FAIRCHILD, AMD | -10227 | MICROCOMPUTER, TEXAS INSTRUMENTS |