Fold 4 - Understanding why coefficient 144731928 was selected
Tag: PERSONALIZED GIFT
Selected Coefficient: 144731928
Taxonomy Path: 14.11.10.4.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 144731928 | 0.000002 | 14.11.10.4.3 | 3.4.10.11.14 (3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 240220357 | 0.000002 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "PERSONALIZED GIFT" tag (processing sequence 5065). 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 |
|---|---|---|---|---|---|---|---|
| 29536 | Funny Custom Rating Coffee Mug | 240220357 | none | 95488429 | none | ||
| 17170 | Personalized Photo Plates Custom Plates Customized with any image, logo, or design, Customizable gifts for any occasion | 144731928 | none | 0 | none |