Fold 1 - Understanding why coefficient 844 was selected
Tag: SHOT POT
Selected Coefficient: 844
Taxonomy Path: 14.10
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 844 | 0.000000 | 14.10 | 10.14 (10*83 + 14) | Yes |
These are the training products that have the "SHOT POT" tag (processing sequence 1080). 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 |
|---|---|---|---|---|---|---|---|
| 33297 | Lemon Eucalyptus Soy Melt | 844 | none | 0 | none | ||
| 33509 | Prosecco Rose Soy Melt | 844 | none | 0 | none | ||
| 33519 | Miss Dior Soy Melt | 844 | none | 0 | none | ||
| 33520 | Beautiful Soy Melt | 844 | none | 0 | none | ||
| 33528 | Pomegranate Champagne Soy Melt | 844 | none | 0 | none |