Fold 4 - Understanding why coefficient 5254 was selected
Tag: LAPTOP
Selected Coefficient: 5254
Taxonomy Path: 0.3.1
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? |
|---|---|---|---|---|---|
| 5254 | 2.000000 | 0.3.1 | 1.3.0 (5041 + 3*71) | Yes | |
| 5903 | 2.000000 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | No |
| 368220 | 2.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
These are the training products that have the "LAPTOP" tag (processing sequence 1546). 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 | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | PENDANT, CIRCUIT BOARD | 362966 | none | |
| 6220 | Solid Oak Accent Desk | 5903 | Furniture > Office Furniture > Desks | none | 649 | Furniture > Entertainment Centers & TV Stands | none |
| 6204 | Oak Taper Leg Desk | 5254 | IMPORT_2019_09_29_144448 | 0 | none |