Fold 0 - Understanding why coefficient 3470156 was selected
Tag: OUTLET
Selected Coefficient: 3470156
Taxonomy Path: 2.2.3.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys
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? |
|---|---|---|---|---|---|
| 3470156 | 0.000160 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | Yes |
| 4050569 | 0.000320 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
These are the training products that have the "OUTLET" tag (processing sequence 2440). 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 |
|---|---|---|---|---|---|---|---|
| 19530 | Evergreen Collar | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | 580413 | none | |
| 19526 | Woodland Floaty Fetch Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | TOYS | |
| 19529 | Woodland Squeaky Frisbee | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | TOYS |