Fold 2 - Understanding why coefficient 1729558 was selected
Tag: SHOWER GIFT
Selected Coefficient: 1729558
Taxonomy Path: 4.5.2.3
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? |
|---|---|---|---|---|---|
| 1729558 | 1.012048 | 4.5.2.3 | 3.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4) | Yes | |
| 7889 | 1.036145 | 4.12.1 | 1.12.4 (6889 + 12*83 + 4) | No | |
| 158710 | 4.000000 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | No |
These are the training products that have the "SHOWER GIFT" tag (processing sequence 4035). 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 |
|---|---|---|---|---|---|---|---|
| 18727 | Tiger Rattle | 1729558 | none | 0 | BABY | ||
| 18763 | Dino Rattle | 1729558 | none | 0 | BABY | ||
| 18783 | Football Rattle | 1729558 | none | 0 | BABY, FOOTBALL | ||
| 10788 | Love Does Not Keep Score 1 Corinthians 13:5 | 158710 | none | -1570848 | DISTRESSED | ||
| 18795 | Elephant Baby Security Blanket | 7889 | none | -1721669 | BABY |