Fold 0 - Understanding why coefficient -12877 was selected
Tag: ADJUSTABLE LUMBAR
Selected Coefficient: -12877
Taxonomy Path: -0.5.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -12877 | 1.012658 | -0.5.2 | -2.5.0 (-(2*79^2 + 5*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 563 | 2.000000 | 10.7 | 7.10 (7*79 + 10) | Furniture > Chairs | No |
These are the training products that have the "ADJUSTABLE LUMBAR" tag (processing sequence 2476). 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 |
|---|---|---|---|---|---|---|---|
| 6306 | Pillar Black Mesh Operator Office Chair With Headrest | 563 | Furniture > Chairs | none | 13440 | Furniture > Office Furniture > Office Chairs | EXECUTIVE CHAIRS, MESH CHAIRS |
| 6313 | Shar High Back Mesh Synchronous Executive Armchair with Adjustable Headrest And Chrome Base - Black ET | 0 | HEIGHT ADJUSTABLE ARMS | 12877 | EXECUTIVE CHAIRS, MESH CHAIRS | ||
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | -12877 | HEIGHT ADJUSTABLE ARMS | 0 | EXECUTIVE CHAIRS, MESH CHAIRS |