Fold 4 - Understanding why coefficient -7008768 was selected
Tag: MERCHANDISE
Selected Coefficient: -7008768
Taxonomy Path: -46.1.17.14
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -7008768 | 2.000000 | -46.1.17.14 | -14.17.1.46 (-(14*79^3 + 17*79^2 + 79 + 46)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 25298 | 2.000000 | 18.4.4 | 4.4.18 (4*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Labels & Tags | No |
These are the training products that have the "MERCHANDISE" tag (processing sequence 4111). 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 |
|---|---|---|---|---|---|---|---|
| 19086 | OG Fabulous Sticker Small | 25298 | Office Supplies > General Office Supplies > Labels & Tags | none | 7034066 | none | |
| 19818 | Holographic Echinacea Sticker | 0 | STICKER, TREE | 7008768 | none | ||
| 19834 | Extra Dropper | -7008768 | CAP | 0 | none |