Fold 0 - Understanding why coefficient 240220357 was selected
Tag: UPDATE
Selected Coefficient: 240220357
Taxonomy Path: 14.11.10.5.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 240220357 | 1.000145 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 97845394 | 1.000145 | 14.11.10.5.2 | 2.5.10.11.14 (2*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 7816 | 1.000435 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | No | |
| 552377 | 4.000000 | 12.15.80 | 80.15.12 (80*83^2 + 15*83 + 12) | No |
These are the training products that have the "UPDATE" tag (processing sequence 5726). 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 |
|---|---|---|---|---|---|---|---|
| 547 | Cappuccino Mug (6oz) - Set of 2 | 240220357 | none | 0 | none | ||
| 1115 | Latte Mug (12oz) - Set of 2 | 240220357 | none | 0 | none | ||
| 672 | Demitasse Espresso Cup - Set of 2 | 97845394 | none | -142374963 | none | ||
| 1267 | PALLO CAFFEINE WRENCH - ORIGINAL MULTI-FUNCTION BARISTA TOOL | 552377 | none | -239667980 | none | ||
| 688 | Double Wall Glass Espresso Cups, Set of 2 | 7816 | none | -240212541 | none |