Fold 4 - Understanding why coefficient 486 was selected
Tag: ENTRY DOOR
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware Accessories
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? |
|---|---|---|---|---|---|
| 486 | 1.000160 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
| 94101 | 1.000160 | 12.6.15 | 15.6.12 (15*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hinges | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ENTRY DOOR" tag (processing sequence 2427). 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 |
|---|---|---|---|---|---|---|---|
| 2705 | Black 100 x 75mm Ball Bearing Hinges (4 Pack) | 94101 | Hardware > Hardware Accessories > Hinges | none | 93615 | none | |
| 2701 | Stainless Steel 600mm Entry Door Pull Handles - Pair | 486 | Hardware > Hardware Accessories | none | 0 | DOUBLE DOORS | |
| 2695 | Stainless Steel BB Door Hinges 100 x 75mm (4 of) | 0 | HINGES | -486 | none |