Fold 2 - Understanding why coefficient -13440 was selected
Tag: ERGONOMIC CHAIRS
Selected Coefficient: -13440
Taxonomy Path: -10.12.2
Taxonomy Name:
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 | 2.012658 | -10.12.2 | -2.12.10 (-(2*79^2 + 12*79 + 10)) | Yes | |
| -563 | 2.012658 | -10.7 | -7.10 (-(7*79 + 10)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 13440 | 3.000000 | 10.12.2 | 2.12.10 (2*79^2 + 12*79 + 10) | Furniture > Office Furniture > Office Chairs | No |
These are the training products that have the "ERGONOMIC CHAIRS" tag (processing sequence 3072). 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 |
|---|---|---|---|---|---|---|---|
| 6299 | Aztek High Back Synchronous Mesh Designer Executive Chair with Adjustable Headrest and Chrome Base - Black ET | 13440 | Furniture > Office Furniture > Office Chairs | ADJUSTABLE HEADREST | 26880 | none | |
| 6318 | Wave Mesh Operator Chair | 0 | TILT LOCK | 13440 | Furniture > Office Furniture > Office Chairs | none | |
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | -563 | TILT LOCK, ADJUSTABLE HEADREST, ADJUSTABLE LUMBAR | 12877 | none | ||
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | -13440 | TILT LOCK, ADJUSTABLE HEADREST, ADJUSTABLE LUMBAR | 0 | none |