Fold 1 - Understanding why coefficient 15843 was selected
Tag: OUTDOOR
Selected Coefficient: 15843
Taxonomy Path: 10.10.3
Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining Furniture Sets
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 15843 | 1.000000 | 10.10.3 | 3.10.10 (3*71^2 + 10*71 + 10) | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | Yes |
| 31144164 | 1.000000 | 14.12.1.16.1 | 1.16.1.12.14 (25411681 + 16*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | No |
These are the training products that have the "OUTDOOR" tag (processing sequence 1818). 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 |
|---|---|---|---|---|---|---|---|
| 9070 | Planter Square Rib NL | 31144164 | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | none | 31128321 | none | |
| 7738 | Adriano 6 + 1 -5990 | 15843 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none | 0 | none |