Fold 4 - Understanding why coefficient 723 was selected
Tag: DOOR PULL
Selected Coefficient: 723
Taxonomy Path: 12.9
Taxonomy Name: Hardware > Locks & Keys
Products with this tag: 6
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 723 | 0.000160 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | Yes |
| 25687 | 0.000801 | 12.9.4 | 4.9.12 (4*79^2 + 9*79 + 12) | Hardware > Locks & Keys > Locks & Latches | No |
These are the training products that have the "DOOR PULL" tag (processing sequence 2078). 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 |
|---|---|---|---|---|---|---|---|
| 2644 | STAINLESS STEEL 600mm Entry Door Pull Handles - Pair | 25687 | Hardware > Locks & Keys > Locks & Latches | none | 24964 | none | |
| 2646 | BLACK FINISH BACK TO BACK 400mm Entry Door Pull Handles | 723 | Hardware > Locks & Keys | none | 0 | none | |
| 2653 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle - Pair | 723 | Hardware > Locks & Keys | none | 0 | none | |
| 2657 | BLACK STAINLESS STEEL 1800mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | 0 | none | |
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 723 | Hardware > Locks & Keys | none | 0 | none | |
| 2709 | Brushed Brass Flush Pull Handle - 170 x 170mm | 723 | Hardware > Locks & Keys | none | 0 | none |