Fold 1 - Understanding why coefficient 1504332 was selected
Tag: HER BIRTHDAY
Selected Coefficient: 1504332
Taxonomy Path: 14.3.4.3
Taxonomy Name: Home & Garden > Decor > Artwork > Sculptures & Statues
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1504332 | 0.000000 | 14.3.4.3 | 3.4.3.14 (3*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Sculptures & Statues | Yes |
These are the training products that have the "HER BIRTHDAY" tag (processing sequence 1647). 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 |
|---|---|---|---|---|---|---|---|
| 10953 | Hanging Melon Shell Decor | 1504332 | Home & Garden > Decor > Artwork > Sculptures & Statues | none | 0 | none |