Fold 3 - Understanding why coefficient 32562 was selected
Tag: HOLIDAY FAVORITE
Selected Coefficient: 32562
Taxonomy Path: 14.17.5
Taxonomy Name: Home & Garden > Plants > Seeds, Bulbs & Accessories
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 32562 | 0.000000 | 14.17.5 | 5.17.14 (5*79^2 + 17*79 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | Yes |
These are the training products that have the "HOLIDAY FAVORITE" tag (processing sequence 1174). 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 |
|---|---|---|---|---|---|---|---|
| 19472 | Loop Gravel Hanging Planter | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 19489 | Eco Mustard Wall Planter | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | TRADE |