Fold 4 - Understanding why coefficient 32088 was selected
Tag: COOKING ACCESSORY
Selected Coefficient: 32088
Taxonomy Path: 14.11.5
Taxonomy Name: Home & Garden > Kitchen & Dining > Food Storage Accessories
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? |
|---|---|---|---|---|---|
| 32088 | 1.000000 | 14.11.5 | 5.11.14 (5*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food Storage Accessories | Yes |
| 99689259 | 1.000000 | 28.22.15.44.2 | 2.44.15.22.28 (2*79^4 + 44*79^3 + 15*79^2 + 22*79 + 28) | No |
These are the training products that have the "COOKING ACCESSORY" tag (processing sequence 3161). 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 |
|---|---|---|---|---|---|---|---|
| 15110 | Kitchen Strainer (Set of 3) | 99689259 | STOCKYPHI_IN_STOCK | 99657171 | none | ||
| 14990 | Silverware Organizer Tray | 32088 | Home & Garden > Kitchen & Dining > Food Storage Accessories | none | 0 | none |