Fold 3 - Understanding why coefficient -12482 was selected
Tag: FRONT ENTRY DOOR
Selected Coefficient: -12482
Taxonomy Path: -0.0.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -12482 | 1.000320 | -0.0.2 | -2.0.0 (-(2*79^2)) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 723 | 4.000000 | 12.9 | 9.12 (9*79 + 12) | Hardware > Locks & Keys | No |
These are the training products that have the "FRONT ENTRY DOOR" tag (processing sequence 3699). 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 |
|---|---|---|---|---|---|---|---|
| 2702 | ALLEGION DV004 Security Door Viewer 30mm - 2hr Fire rated | 723 | Hardware > Locks & Keys | none | 13205 | none | |
| 2698 | Stainless Steel 400mm Door Pull Handles | 0 | GLASS DOOR | 12482 | DOUBLE DOORS | ||
| 2699 | Gunmetal Stainless steel 600mm Round Offset Door Pull Handles (Pair) | 0 | GLASS DOOR | 12482 | none | ||
| 2694 | Stainless Steel 1800mm Entry Door Pull Handles - Pair | -12482 | GLASS DOOR | 0 | DOUBLE DOORS | ||
| 2697 | Black 400mm Entry Door Pull Handles - Pair | -12482 | GLASS DOOR | 0 | SLIDING DOOR |