Fold 1 - Understanding why coefficient 144932 was selected
Tag: RARE
Selected Coefficient: 144932
Taxonomy Path: 14.3.21
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 144932 | 0.000290 | 14.3.21 | 21.3.14 (21*83^2 + 3*83 + 14) | Yes | |
| 1026724 | 0.000581 | 14.3.66.1 | 1.66.3.14 (571787 + 66*83^2 + 3*83 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | No |
These are the training products that have the "RARE" tag (processing sequence 3441). 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 | 1026724 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 881792 | none | |
| 10993 | Real Clamshell Double 9 CM | 1026724 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | 881792 | none | |
| 10874 | XL Real Rare Chambered Polished Pearl Nautilus Shell - Half | 144932 | none | 0 | HER BIRTHDAY, SHELF | ||
| 10983 | Real Clamshell Double 15 CM | 144932 | none | 0 | none | ||
| 10984 | Real Clamshell Double 11 CM B | 144932 | none | 0 | none | ||
| 10994 | Real Clamshell Double 18 CM | 144932 | none | 0 | none |