Fold 0 - Understanding why coefficient 13440 was selected
Tag: HEIGHT ADJUSTABLE ARMS
Selected Coefficient: 13440
Taxonomy Path: 10.12.2
Taxonomy Name: Furniture > Office Furniture > Office Chairs
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? |
|---|---|---|---|---|---|
| 13440 | 0.025316 | 10.12.2 | 2.12.10 (2*79^2 + 12*79 + 10) | Furniture > Office Furniture > Office Chairs | Yes |
| 563 | 0.050633 | 10.7 | 7.10 (7*79 + 10) | Furniture > Chairs | No |
These are the training products that have the "HEIGHT ADJUSTABLE ARMS" tag (processing sequence 2445). 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 |
|---|---|---|---|---|---|---|---|
| 6312 | Seedoo High Back Mesh Synchronous Executive Armchair with Adjustable Headrest and Chrome Base ET | 13440 | Furniture > Office Furniture > Office Chairs | none | 0 | MESH CHAIRS | |
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | 13440 | Furniture > Office Furniture > Office Chairs | none | 0 | ADJUSTABLE LUMBAR, EXECUTIVE CHAIRS, MESH CHAIRS | |
| 6317 | Vantage Fabric Operator Chair | 13440 | Furniture > Office Furniture > Office Chairs | none | 0 | none | |
| 6318 | Wave Mesh Operator Chair | 13440 | Furniture > Office Furniture > Office Chairs | none | 0 | MESH CHAIRS | |
| 6299 | Aztek High Back Synchronous Mesh Designer Executive Chair with Adjustable Headrest and Chrome Base - Black ET | 563 | Furniture > Chairs | none | -12877 | MESH CHAIRS | |
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | 563 | Furniture > Chairs | none | -12877 | ADJUSTABLE LUMBAR, EXECUTIVE CHAIRS, MESH CHAIRS |