Fold 4 - Understanding why coefficient -118879214 was selected
Tag: LAPTOP
Selected Coefficient: -118879214
Taxonomy Path: -14.8.9.4.3
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? |
|---|---|---|---|---|---|
| -118879214 | 2.000000 | -14.8.9.4.3 | -3.4.9.8.14 (-(3*79^4 + 4*79^3 + 9*79^2 + 8*79 + 14)) | Yes | |
| 7199 | 2.000000 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | No |
| 543693 | 2.000000 | 15.9.8.1 | 1.8.9.15 (493039 + 8*79^2 + 9*79 + 15) | No |
These are the training products that have the "LAPTOP" tag (processing sequence 1879). 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 | 543693 | PENDANT, ECB | 119422907 | CIRCUIT BOARD | ||
| 6220 | Solid Oak Accent Desk | 7199 | Furniture > Office Furniture > Desks | none | 118886413 | none | |
| 6204 | Oak Taper Leg Desk | -118879214 | ALL, IMPORT_2019_09_29_144448 | 0 | none |