Fold 2 - Understanding why coefficient 6660 was selected
Tag: GAMES
Selected Coefficient: 6660
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
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? |
|---|---|---|---|---|---|
| 6660 | 1.012658 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | Yes |
| 50110 | 1.012658 | 24.2.8 | 8.2.24 (8*79^2 + 2*79 + 24) | Toys & Games > Games > Dexterity Games | No |
| 44001 | 2.000000 | 77.3.7 | 7.3.77 (7*79^2 + 3*79 + 77) | No |
These are the training products that have the "GAMES" tag (processing sequence 4107). 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 |
|---|---|---|---|---|---|---|---|
| 18042 | Classic Jacks Game | 50110 | Toys & Games > Games > Dexterity Games | none | 43450 | none | |
| 4130 | Item052: AMD/ATI RV620 Terascale Radeon GPU Necklace - Bronze, Dark Green, Silver | 44001 | GAMING | 37341 | none | ||
| 14467 | Marvellous Magic Tricks Kit | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | none |