Fold 2 - Understanding why coefficient 10404630 was selected
Tag: CUTTING BOARDS & CHOPPERS
Selected Coefficient: 10404630
Taxonomy Path: 14.11.8.21
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards
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? |
|---|---|---|---|---|---|
| 10404630 | 1.000000 | 14.11.8.21 | 21.8.11.14 (21*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | Yes |
| 81292 | 2.000000 | 1.2.13 | 13.2.1 (13*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | No |
These are the training products that have the "CUTTING BOARDS & CHOPPERS" tag (processing sequence 2453). 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 |
|---|---|---|---|---|---|---|---|
| 14956 | Flexible Cutting Board Mats - Set of 3 | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | none | |
| 15018 | 3 Piece Cutting Board Set | 10404630 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Cutting Boards | none | 0 | none | |
| 15040 | Cut Resistant Gloves | 81292 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | -10323338 | KITCHEN TOOLS |