Fold 3 - Understanding why coefficient 7816 was selected
Tag: UPDATE
Selected Coefficient: 7816
Taxonomy Path: 14.11.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 7816 | 3.000145 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | Yes | |
| 240220357 | 3.000145 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| -192141699 | 4.000000 | -19.7.3.4.4 | -4.4.3.7.19 (-(4*83^4 + 4*83^3 + 3*83^2 + 7*83 + 19)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | 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 6977). 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 |
|---|---|---|---|---|---|---|---|
| 1115 | Latte Mug (12oz) - Set of 2 | 240220357 | none | 240212541 | none | ||
| 1267 | PALLO CAFFEINE WRENCH - ORIGINAL MULTI-FUNCTION BARISTA TOOL | 552377 | none | 544561 | none | ||
| 688 | Double Wall Glass Espresso Cups, Set of 2 | 7816 | none | 0 | none | ||
| 14469 | GTR 2in1 - All Terrain | 0 | ROLLOVER PRODUCT | -7816 | none | ||
| 17890 | Hadean 2in1 - All Terrain | -192141699 | ROLLOVER PRODUCT, KLAVIYO - BOARD BUILDER | -192149515 | none |