Fold 0 - Understanding why coefficient 563 was selected
Tag: MONTH SPECIAL
Selected Coefficient: 563
Taxonomy Path: 10.7
Taxonomy Name: Furniture > Chairs
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? |
|---|---|---|---|---|---|
| 563 | 1.012658 | 10.7 | 7.10 (7*79 + 10) | Furniture > Chairs | Yes |
| 7199 | 1.012658 | 10.12.1 | 1.12.10 (6241 + 12*79 + 10) | Furniture > Office Furniture > Desks | No |
| 808 | 2.000000 | 18.10 | 10.18 (10*79 + 18) | Office Supplies > Office Equipment | No |
These are the training products that have the "MONTH SPECIAL" tag (processing sequence 2091). 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 |
|---|---|---|---|---|---|---|---|
| 6584 | 003 Showroom Special: HON Electric Height Adjustable Desk | 7199 | Furniture > Office Furniture > Desks | none | 6636 | none | |
| 6490 | 004 Richelieu "Flexa" Floating Dual Monitor Arm Set, Silver | 808 | Office Supplies > Office Equipment | none | 245 | none | |
| 6576 | 005 Showroom Special: Hon H2281.VA10T Ergonomic Chair | 563 | Furniture > Chairs | none | 0 | none |