Fold 2 - Understanding why coefficient 13440 was selected
Tag: ADJUSTABLE LUMBAR
Selected Coefficient: 13440
Taxonomy Path: 10.12.2
Taxonomy Name: Furniture > Office Furniture > Office Chairs
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 13440 | 2.000160 | 10.12.2 | 2.12.10 (2*79^2 + 12*79 + 10) | Furniture > Office Furniture > Office Chairs | Yes |
| 512720 | 2.000160 | 10.12.3.1 | 1.3.12.10 (493039 + 3*79^2 + 12*79 + 10) | No | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| 12877 | 2.012658 | 0.5.2 | 2.5.0 (2*79^2 + 5*79) | No |
These are the training products that have the "ADJUSTABLE LUMBAR" tag (processing sequence 3031). 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 |
|---|---|---|---|---|---|---|---|
| 6315 | Space High Back Mesh Synchronous Executive Armchair with Adjustable Lumbar Support, Arms, Headrest and Chrome Base - Black ET | 512720 | ADJUSTABLE HEADREST | 499280 | none | ||
| 6286 | Nebula Mesh Back Task Chair with Headrest | 13440 | Furniture > Office Furniture > Office Chairs | ADJUSTABLE HEADREST | 0 | none | |
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | 12877 | TILT LOCK, ADJUSTABLE HEADREST | -563 | ERGONOMIC CHAIRS | ||
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | 0 | TILT LOCK, ADJUSTABLE HEADREST | -13440 | ERGONOMIC CHAIRS |