Fold 3 - Understanding why coefficient 510 was selected
Tag: FRONT ENTRY DOOR
Selected Coefficient: 510
Taxonomy Path: 12.6
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? |
|---|---|---|---|---|---|
| 510 | 0.012193 | 12.6 | 6.12 (6*83 + 12) | Yes | |
| 14288 | 0.012629 | 12.6.2 | 2.6.12 (2*83^2 + 6*83 + 12) | No | |
| 759 | 0.060241 | 12.9 | 9.12 (9*83 + 12) | Hardware > Locks & Keys | No |
These are the training products that have the "FRONT ENTRY DOOR" tag (processing sequence 3450). 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 |
|---|---|---|---|---|---|---|---|
| 2699 | Gunmetal Stainless steel 600mm Round Offset Door Pull Handles (Pair) | 14288 | none | 13778 | GLASS DOOR | ||
| 2702 | ALLEGION DV004 Security Door Viewer 30mm - 2hr Fire rated | 759 | Hardware > Locks & Keys | none | 249 | none | |
| 2694 | Stainless Steel 1800mm Entry Door Pull Handles - Pair | 510 | none | 0 | DOUBLE DOORS, GLASS DOOR | ||
| 2697 | Black 400mm Entry Door Pull Handles - Pair | 510 | none | 0 | GLASS DOOR, SLIDING DOOR | ||
| 2714 | Stainless Steel 1200mm Entry Door Pull Handle Set | 510 | none | 0 | DOUBLE DOORS, GLASS DOOR | ||
| 2717 | Copper Tinted - 1200mm Entry Door Pull Handles - Pair | 510 | none | 0 | DOUBLE DOORS, GLASS DOOR, SLIDING DOOR |