Fold 4 - Understanding why coefficient 199244259 was selected
Tag: PADS & JOTTERS
Selected Coefficient: 199244259
Taxonomy Path: 18.4.9.9.5
Taxonomy Name: Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 199244259 | 0.000000 | 18.4.9.9.5 | 5.9.9.4.18 (5*79^4 + 9*79^3 + 9*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | Yes |
These are the training products that have the "PADS & JOTTERS" tag (processing sequence 800). 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 |
|---|---|---|---|---|---|---|---|
| 20980 | Liberté Notepad | 199244259 | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | none | 0 | none | |
| 20989 | Postalco Jotter | 199244259 | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | none | 0 | none | |
| 20992 | Retro Weekly Plan Notepad | 199244259 | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | none | 0 | none | |
| 20998 | Desk Planner Bloop Notepad | 199244259 | Office Supplies > General Office Supplies > Paper Products > Notebooks & Notepads > Notepads | none | 0 | none |