Fold 1 - Understanding why coefficient 506 was selected
Tag: DELL
Selected Coefficient: 506
Taxonomy Path: 8.6
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 506 | 3.000000 | 8.6 | 6.8 (6*83 + 8) | Yes | |
| 34944 | 4.000000 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 848 | 5.000000 | 18.10 | 10.18 (10*83 + 18) | No |
These are the training products that have the "DELL" tag (processing sequence 4572). 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 | 34438 | ECB | |
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 34438 | ECB | |
| 16616 | Dell XKP2P Black Toner Cartridge 1250c1350cnw 1355cn/cnw C1760nw C1765nf/nfw 805095895759 [New] | 848 | none | 342 | none | ||
| 16609 | Dell 24 Inch PC Monitor SE2419Hx IPS Full HD (1920 x 1080) Monitor, Black 884116321743 [New] | 506 | none | 0 | none | ||
| 16610 | Dell Dock, WD19S 90w Power Delivery - 130w AC - 90 W 884116398332 [New] | 506 | none | 0 | none | ||
| 16613 | Dell S2722QC 27-inch 4K UHD 3840 x 2160 60Hz Monitor Platinum Silver (Latest Model) 884116404026 [New] | 506 | none | 0 | none |