Fold 1 - Understanding why coefficient 2995840 was selected
Tag: FORMAL WEAR
Selected Coefficient: 2995840
Taxonomy Path: 2.2.6.6
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses
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? |
|---|---|---|---|---|---|
| 2995840 | 0.000002 | 2.2.6.6 | 6.6.2.2 (6*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | Yes |
| 2502801 | 0.000004 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | No |
These are the training products that have the "FORMAL WEAR" tag (processing sequence 2526). 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 |
|---|---|---|---|---|---|---|---|
| 10581 | Bella Wedding Dog Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 0 | none | |
| 11350 | Tweed Dress | 2995840 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Dresses | none | 0 | none | |
| 11182 | Dog Suit Romper | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | -493039 | none |