Fold 1 - Understanding why coefficient -505772 was selected
Tag: P4004
Selected Coefficient: -505772
Taxonomy Path: -14.3.2.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -505772 | 2.000000 | -14.3.2.1 | -1.2.3.14 (-(493039 + 2*79^2 + 3*79 + 14)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -524656 | 4.000000 | -17.5.5.1 | -1.5.5.17 (-(493039 + 5*79^2 + 5*79 + 17)) | No |
These are the training products that have the "P4004" tag (processing sequence 2256). 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 |
|---|---|---|---|---|---|---|---|
| 4218 | Intel 4004 - The World's First Microprocessor, P4004, 1976, Malaysia | 0 | COLLECTIBLE CHIP | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | |
| 4175 | Intel 4004 - The World's First Microprocessor - ChipScape Artwork - 50th Anniversary | -505772 | MICROPROCESSOR, GIFT | 0 | none | ||
| 4215 | Intel 4004 - The World's First Microprocessor | -505772 | MICROPROCESSOR, GIFT | 0 | none | ||
| 4219 | Intel 4004 - The World's First Microprocessor - P4004, Portrait | -505772 | MICROPROCESSOR, GIFT | 0 | none | ||
| 4177 | Intel 4004 - The World's First Microprocessor with Chipset 4001, 4002, 4003 | -524656 | MICROPROCESSOR, GIFT, MEMORY | -18884 | none |