Fold 1 - Understanding why coefficient -2928386 was selected
Tag: ADJUSTABLE HEADREST
Selected Coefficient: -2928386
Taxonomy Path: -62.64.12.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -2928386 | 1.000000 | -62.64.12.8 | -8.12.64.62 (-(8*71^3 + 12*71^2 + 64*71 + 62)) | Yes | |
| -7278486 | 4.000000 | -63.60.23.20 | -20.23.60.63 (-(20*71^3 + 23*71^2 + 60*71 + 63)) | No |
These are the training products that have the "ADJUSTABLE HEADREST" tag (processing sequence 372). 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 | -2928386 | BLACK | 0 | none | ||
| 6306 | Pillar Black Mesh Operator Office Chair With Headrest | -2928386 | BLACK | 0 | none | ||
| 6308 | Pulse High Back Mesh Chair with Headrest and Chrome Base Black ET | -2928386 | BLACK | 0 | none | ||
| 6310 | Rocket Ergonomic Luxury High Back Executive Mesh Chair with Chrome Base Certified for 24 Hour Use - Black ET | -2928386 | BLACK | 0 | none | ||
| 6312 | Seedoo High Back Mesh Synchronous Executive Armchair with Adjustable Headrest and Chrome Base ET | -7278486 | BLACK, BLUE | -4350100 | none |