Fold 3 - Understanding why coefficient -563 was selected
Tag: HEAVY DUTY
Selected Coefficient: -563
Taxonomy Path: -10.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -563 | 1.000000 | -10.7 | -7.10 (-(7*79 + 10)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEAVY DUTY" tag (processing sequence 2786). 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 |
|---|---|---|---|---|---|---|---|
| 2687 | BLACK MIRROR GLAZE STAINLESS STEEL 1200mm Entry Door Pull Handle Set - Back to Back | 0 | DOOR HARDWARE | 563 | Furniture > Chairs | none | |
| 6286 | Nebula Mesh Back Task Chair with Headrest | -563 | ADJUSTABLE LUMBAR, HEIGHT ADJUSTABLE | 0 | none |