Fold 2 - Understanding why coefficient 905196 was selected
Tag: CENTERPIECE
Selected Coefficient: 905196
Taxonomy Path: 14.3.66.1
Taxonomy Name: Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters
Products with this tag: 4
Unique residual values tried: 3
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 | 1.000160 | 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 |
| 362229 | 1.000320 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 823812 | 3.000000 | 0.0.53.1 | 1.53.0.0 (493039 + 53*79^2) | No |
These are the training products that have the "CENTERPIECE" tag (processing sequence 86). 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 |
|---|---|---|---|---|---|---|---|
| 13038 | Naruto Table Centerpiece Kit | 5pcs | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 0 | NARUTO | |
| 13229 | Spa Party Table Centerpiece Kit | 7pcs | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 0 | none | |
| 13085 | Pawsome Party Table Centerpiece Kit | 9 pcs | 823812 | KIT | -81384 | none | ||
| 13028 | Hot Wheels Table Centerpiece Kit | 4pcs | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | -542967 | none |