Fold 4 - Understanding why coefficient 966 was selected
Tag: JOURNALS
Selected Coefficient: 966
Taxonomy Path: 18.12
Taxonomy Name: Office Supplies > Paper Handling
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? |
|---|---|---|---|---|---|
| 966 | 0.012658 | 18.12 | 12.18 (12*79 + 18) | Office Supplies > Paper Handling | Yes |
| 1017538 | 0.012658 | 18.3.5.2 | 2.5.3.18 (2*79^3 + 5*79^2 + 3*79 + 18) | Office Supplies > Filing & Organization > Calendars, Organizers & Planners > Organizers | No |
These are the training products that have the "JOURNALS" tag (processing sequence 3214). 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 |
|---|---|---|---|---|---|---|---|
| 21025 | Postalco Notebook Khaki Pingraph A6 | 1017538 | Office Supplies > Filing & Organization > Calendars, Organizers & Planners > Organizers | none | 1016572 | none | |
| 20973 | Signal Red Pingraph Notebook A5 | 966 | Office Supplies > Paper Handling | none | 0 | none |