Fold 1 - Understanding why coefficient 178 was selected
Tag: CRYSTAL PACKS
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
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? |
|---|---|---|---|---|---|
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 1398235 | 1.000000 | 14.3.66.2 | 2.66.3.14 (2*79^3 + 66*79^2 + 3*79 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Vase Fillers | No |
These are the training products that have the "CRYSTAL PACKS" tag (processing sequence 3259). 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 |
|---|---|---|---|---|---|---|---|
| 195 | Sleepy Baby | 1398235 | Home & Garden > Decor > Vase Fillers & Table Scatters > Vase Fillers | none | 1398057 | none | |
| 197 | Wealth | 178 | Religious & Ceremonial > Religious Items | none | 0 | none |