Fold 0 - Understanding why coefficient 13434 was selected
Tag: TRADE
Selected Coefficient: 13434
Taxonomy Path: 4.12.2
Taxonomy Name: Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets
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? |
|---|---|---|---|---|---|
| 13434 | 1.000000 | 4.12.2 | 2.12.4 (2*79^2 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | Yes |
| 46845908 | 1.000000 | 14.12.1.16.1 | 1.16.1.12.14 (38950081 + 16*79^3 + 6241 + 12*79 + 14) | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | No |
These are the training products that have the "TRADE" tag (processing sequence 2843). 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 |
|---|---|---|---|---|---|---|---|
| 19477 | Loop Yellow Hanging Planter | 46845908 | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | none | 46832474 | none | |
| 19417 | Fern Swaddle | 13434 | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | none | 0 | none |