Fold 2 - Understanding why coefficient -83835353 was selected
Tag: KITCHEN MAINTENANCE & ORGANIZATION
Selected Coefficient: -83835353
Taxonomy Path: -0.0.3.12.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -83835353 | 1.000000 | -0.0.3.12.2 | -2.12.3.0.0 (-(2*79^4 + 12*79^3 + 3*79^2)) | Yes | |
| 121388254 | 1.000000 | 14.10.16.9.3 | 3.9.16.10.14 (3*79^4 + 9*79^3 + 16*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | No |
These are the training products that have the "KITCHEN MAINTENANCE & ORGANIZATION" tag (processing sequence 3263). 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 |
|---|---|---|---|---|---|---|---|
| 14973 | Mop and Broom Organizer Wall Mount | 121388254 | Home & Garden > Household Supplies > Storage & Organization > Storage Hooks & Racks > Utility Hooks | none | 205223607 | CLEANING ESSENTIALS | |
| 14990 | Silverware Organizer Tray | -83835353 | COOKING ACCESSORY | 0 | none |