Fold 0 - Understanding why coefficient 83867441 was selected
Tag: COOKING ACCESSORY
Selected Coefficient: 83867441
Taxonomy Path: 14.11.8.12.2
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 83867441 | 1.000160 | 14.11.8.12.2 | 2.12.8.11.14 (2*79^4 + 12*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | Yes |
| 32088 | 1.000320 | 14.11.5 | 5.11.14 (5*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food Storage Accessories | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COOKING ACCESSORY" tag (processing sequence 3145). 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 |
|---|---|---|---|---|---|---|---|
| 14908 | Stainless Steel Grease Splatter Screen | 83867441 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | none | 0 | none | |
| 15110 | Kitchen Strainer (Set of 3) | 83867441 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | none | 0 | none | |
| 14990 | Silverware Organizer Tray | 32088 | Home & Garden > Kitchen & Dining > Food Storage Accessories | none | -83835353 | KITCHEN MAINTENANCE & ORGANIZATION | |
| 14906 | Stainless Steel Bacon Grease Container with Strainer | 0 | FOOD STORAGE | -83867441 | BBQ & GRILL |