Fold 2 - Understanding why coefficient 81235 was selected
Tag: KLAVIYO - BOARD BUILDER
Selected Coefficient: 81235
Taxonomy Path: 23.1.13
Taxonomy Name: Sporting Goods > Athletics > General Purpose Athletic Equipment
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? |
|---|---|---|---|---|---|
| 81235 | 3.012658 | 23.1.13 | 13.1.23 (13*79^2 + 79 + 23) | Sporting Goods > Athletics > General Purpose Athletic Equipment | Yes |
| 157872675 | 3.012658 | 23.4.16.4.4 | 4.4.16.4.23 (4*79^4 + 4*79^3 + 16*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | No |
| -157872340 | 4.000000 | -4.0.16.4.4 | -4.4.16.0.4 (-(4*79^4 + 4*79^3 + 16*79^2 + 4)) | No | |
| -157791440 | 4.000000 | -0.3.3.4.4 | -4.4.3.3.0 (-(4*79^4 + 4*79^3 + 3*79^2 + 3*79)) | No | |
| 335 | 4.000000 | 19.4 | 4.19 (4*79 + 19) | Product Add-Ons > Product Customization | No |
These are the training products that have the "KLAVIYO - BOARD BUILDER" tag (processing sequence 3722). 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 |
|---|---|---|---|---|---|---|---|
| 17896 | Wheel Choice - Hadean street | 157872675 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 157791440 | none | |
| 17889 | Hadean Select Terrain | 81235 | Sporting Goods > Athletics > General Purpose Athletic Equipment | none | 0 | none | |
| 17915 | Bamboo - Hadean Battery Choice | 335 | Product Add-Ons > Product Customization | none | -80900 | none | |
| 17890 | Hadean 2in1 - All Terrain | -157791440 | ROLLOVER PRODUCT | -157872675 | UPDATE | ||
| 17894 | Phaze Remote choice | -157872340 | ROLLOVER PRODUCT | -157953575 | none |