Fold 4 - Understanding why coefficient -563 was selected
Tag: ADJUSTABLE LUMBAR
Selected Coefficient: -563
Taxonomy Path: -10.7
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 1
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 | 0.000000 | -10.7 | -7.10 (-(7*79 + 10)) | Yes |
These are the training products that have the "ADJUSTABLE LUMBAR" tag (processing sequence 2283). 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 |
|---|---|---|---|---|---|---|---|
| 6286 | Nebula Mesh Back Task Chair with Headrest | -563 | ADJUSTABLE HEADREST, HEIGHT ADJUSTABLE | 0 | none | ||
| 6306 | Pillar Black Mesh Operator Office Chair With Headrest | -563 | ADJUSTABLE HEADREST, HEIGHT ADJUSTABLE | 0 | none | ||
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | -563 | ADJUSTABLE HEADREST, HEIGHT ADJUSTABLE ARMS | 0 | none |