Fold 2 - Understanding why coefficient 97845394 was selected
Tag: UPDATE
Selected Coefficient: 97845394
Taxonomy Path: 14.11.10.5.2
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? |
|---|---|---|---|---|---|
| 97845394 | 2.000145 | 14.11.10.5.2 | 2.5.10.11.14 (2*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 240220357 | 2.000145 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 7816 | 2.000290 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | No | |
| -192231011 | 4.000000 | -23.4.16.4.4 | -4.4.16.4.23 (-(4*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "UPDATE" tag (processing sequence 6975). 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 | 142374963 | none | ||
| 672 | Demitasse Espresso Cup - Set of 2 | 97845394 | none | 0 | none | ||
| 688 | Double Wall Glass Espresso Cups, Set of 2 | 7816 | none | -97837578 | none | ||
| 14469 | GTR 2in1 - All Terrain | 0 | ROLLOVER PRODUCT | -97845394 | none | ||
| 17890 | Hadean 2in1 - All Terrain | -192231011 | ROLLOVER PRODUCT, KLAVIYO - BOARD BUILDER | -290076405 | none |