Fold 4 - Understanding why coefficient 7895 was selected
Tag: LAPTOP
Selected Coefficient: 7895
Taxonomy Path: 10.12.1
Taxonomy Name: Furniture > Office Furniture > Desks
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 7895 | 1.000000 | 10.12.1 | 1.12.10 (6889 + 12*83 + 10) | Furniture > Office Furniture > Desks | Yes |
| 34944 | 2.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "LAPTOP" tag (processing sequence 3594). 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 |
|---|---|---|---|---|---|---|---|
| 4102 | Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 27049 | ECB, DELL | |
| 6204 | Oak Taper Leg Desk | 7895 | Furniture > Office Furniture > Desks | none | 0 | none | |
| 6220 | Solid Oak Accent Desk | 7895 | Furniture > Office Furniture > Desks | none | 0 | none |