Fold 2 - Understanding why coefficient 482 was selected
Tag: DELL
Selected Coefficient: 482
Taxonomy Path: 8.6
Taxonomy Name: Electronics > Computers
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 482 | 3.000000 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
| 334 | 4.012658 | 18.4 | 4.18 (4*79 + 18) | Office Supplies > General Office Supplies | No |
| 808 | 4.012658 | 18.10 | 10.18 (10*79 + 18) | Office Supplies > Office Equipment | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "DELL" tag (processing sequence 3056). 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 |
|---|---|---|---|---|---|---|---|
| 16616 | Dell XKP2P Black Toner Cartridge 1250c1350cnw 1355cn/cnw C1760nw C1765nf/nfw 805095895759 [New] | 808 | Office Supplies > Office Equipment | none | 326 | Furniture > Cabinets & Storage | none |
| 16609 | Dell 24 Inch PC Monitor SE2419Hx IPS Full HD (1920 x 1080) Monitor, Black 884116321743 [New] | 482 | Electronics > Computers | none | 0 | none | |
| 16611 | Dell P2418HT 23.8" Touch Monitor - 1920X1080 LED-LIT, Black 884116250289 [New] | 482 | Electronics > Computers | none | 0 | none | |
| 16613 | Dell S2722QC 27-inch 4K UHD 3840 x 2160 60Hz Monitor Platinum Silver (Latest Model) 884116404026 [New] | 482 | Electronics > Computers | none | 0 | none | |
| 16612 | Dell PK492 Black Toner Cartridge 2330d/dn, 2350d/dn Laser Printer 659360626254 [New] | 334 | Office Supplies > General Office Supplies | none | -148 | none | |
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 0 | PENDANT | -482 | ECB |