Fold 1 - Understanding why coefficient 804 was selected
Tag: UNDER-10
Selected Coefficient: 804
Taxonomy Path: 14.10
Taxonomy Name: Home & Garden > Household Supplies
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? |
|---|---|---|---|---|---|
| 804 | 2.000000 | 14.10 | 10.14 (10*79 + 14) | Home & Garden > Household Supplies | Yes |
| 12816 | 2.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 5567652 | 2.000000 | 48.8.23.11 | 11.23.8.48 (11*79^3 + 23*79^2 + 8*79 + 48) | No |
These are the training products that have the "UNDER-10" tag (processing sequence 2977). 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 |
|---|---|---|---|---|---|---|---|
| 7749 | Timber Tots Nutnut Family set of 4 | 5567652 | TOYS-FOR-12-24-MONTH-OLDS | 5566848 | none | ||
| 7959 | OOLY Tutti Fruitti Scented Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 12012 | none | |
| 7988 | The Gift Wrap Company Dinomia Medium Square Bag | 804 | Home & Garden > Household Supplies | none | 0 | none |