Fold 3 - Understanding why coefficient 530645 was selected
Tag: DOG FRAY BANDANA
Selected Coefficient: 530645
Taxonomy Path: 2.2.6.1
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 530645 | 1.000000 | 2.2.6.1 | 1.6.2.2 (493039 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DOG FRAY BANDANA" tag (processing sequence 990). 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 |
|---|---|---|---|---|---|---|---|
| 17629 | THE MERRIT - Dog Flannel Fray Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17648 | THE COVE - Dog Flannel Fray Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17649 | THE DALTON - Dog Flannel Fray Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17656 | THE DASHER - Dog Flannel Fray Bandana | 0 | GIRLY | -530645 | none |