Fold 1 - Understanding why coefficient 101834125 was selected
Tag: COOKING ACCESSORY
Selected Coefficient: 101834125
Taxonomy Path: 14.11.8.12.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 101834125 | 0.000145 | 14.11.8.12.2 | 2.12.8.11.14 (2*83^4 + 12*83^3 + 8*83^2 + 11*83 + 14) | Yes | |
| 35372 | 0.000290 | 14.11.5 | 5.11.14 (5*83^2 + 11*83 + 14) | No |
These are the training products that have the "COOKING ACCESSORY" tag (processing sequence 3527). 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 | 101834125 | none | 0 | none | ||
| 15110 | Kitchen Strainer (Set of 3) | 101834125 | none | 0 | none | ||
| 14990 | Silverware Organizer Tray | 35372 | none | -101798753 | KITCHEN MAINTENANCE & ORGANIZATION |