Fold 1 - Understanding why coefficient 131312 was selected
Tag: RARE
Selected Coefficient: 131312
Taxonomy Path: 14.3.21
Taxonomy Name: Home & Garden > Decor > Decorative Bowls
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 131312 | 0.000320 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | Yes |
| 905196 | 0.000481 | 14.3.66.1 | 1.66.3.14 (493039 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "RARE" tag (processing sequence 2645). 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 |
|---|---|---|---|---|---|---|---|
| 10985 | Real Clamshell Double 12 CM | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 773884 | none | |
| 10993 | Real Clamshell Double 9 CM | 905196 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 773884 | none | |
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | 131312 | Home & Garden > Decor > Decorative Bowls | none | 0 | none | |
| 10984 | Real Clamshell Double 11 CM B | 131312 | Home & Garden > Decor > Decorative Bowls | none | 0 | none | |
| 10994 | Real Clamshell Double 18 CM | 131312 | Home & Garden > Decor > Decorative Bowls | none | 0 | none |