Fold 1 - Understanding why coefficient 486 was selected
Tag: HEAVY DUTY
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware Accessories
Products with this tag: 12
Unique residual values tried: 5
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 | 4.025797 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
| 12968 | 4.025957 | 12.6.2 | 2.6.12 (2*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Cabinet Hardware | No |
| 94101 | 4.026118 | 12.6.15 | 15.6.12 (15*79^2 + 6*79 + 12) | Hardware > Hardware Accessories > Hinges | No |
| 723 | 4.075949 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | No |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEAVY DUTY" tag (processing sequence 3575). 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 |
|---|---|---|---|---|---|---|---|
| 2676 | Heavy Duty Pivot Door Hinge Set | 94101 | Hardware > Hardware Accessories > Hinges | none | 93615 | none | |
| 2688 | STAINLESS STEEL BLACK MIRROR GLAZE 1800mm Entry Door Pull Handle Set - Back to Back | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 12482 | GLASS DOOR | |
| 2670 | STAINLESS STEEL BLACK MIRROR GLAZE 600mm Entry Door Pull Handle - Back to Back | 12968 | Hardware > Hardware Accessories > Cabinet Hardware | none | 12482 | GLASS DOOR | |
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | 237 | GLASS DOOR | |
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | 237 | GLASS DOOR | |
| 2658 | BLACK STAINLESS STEEL 600mm Entry Door Pull Handle Back to Back | 486 | Hardware > Hardware Accessories | none | 0 | GLASS DOOR | |
| 2660 | STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 486 | Hardware > Hardware Accessories | none | 0 | GLASS DOOR | |
| 2656 | BLACK STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 486 | Hardware > Hardware Accessories | none | 0 | GLASS DOOR | |
| 2692 | 3 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | 0 | HINGES | -486 | none | ||
| 2649 | 3 Pack -BLACK Heavy Duty Fast Fix Wrap Around Interfold Hinge (3 of) | 0 | HINGES | -486 | none | ||
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | 0 | HINGES | -486 | none | ||
| 2639 | 4 Pack -STAINLESS STEEL BB Door Hinges 100 x 75mm (4 of) | 0 | HINGES | -486 | none |