Fold 2 - Understanding why coefficient 905196 was selected
Tag: HOUSEWARMING
Selected Coefficient: 905196
Taxonomy Path: 14.3.66.1
Taxonomy Name: Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 905196 | 0.000000 | 14.3.66.1 | 1.66.3.14 (493039 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | Yes |
These are the training products that have the "HOUSEWARMING" tag (processing sequence 1594). 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 |
|---|---|---|---|---|---|---|---|
| 10955 | Staghorn Coral Oversized Feature Specimens | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 0 | none |