Fold 4 - Understanding why coefficient 3488879 was selected
Tag: HAT
Selected Coefficient: 3488879
Taxonomy Path: 2.2.6.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 3488879 | 0.000000 | 2.2.6.7 | 7.6.2.2 (7*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | Yes |
These are the training products that have the "HAT" tag (processing sequence 949). 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 |
|---|---|---|---|---|---|---|---|
| 10703 | Marbled Grey Knitted Warm Dog Beanie | 3488879 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | none | 0 | none | |
| 11257 | Snuggly Dog Beanie Hat | 3488879 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | none | 0 | none | |
| 11365 | Dog Helmets | 3488879 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | none | 0 | none |