Fold 1 - Understanding why coefficient 62592 was selected
Tag: ARM CHAIR
Selected Coefficient: 62592
Taxonomy Path: 10.7.9
Taxonomy Name: Furniture > Chairs > Kitchen & Dining Room Chairs
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? |
|---|---|---|---|---|---|
| 62592 | 2.000145 | 10.7.9 | 9.7.10 (9*83^2 + 7*83 + 10) | Furniture > Chairs > Kitchen & Dining Room Chairs | Yes |
| 641268 | 2.000145 | 10.7.10.1 | 1.10.7.10 (571787 + 10*83^2 + 7*83 + 10) | No | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| 26560 | 2.012048 | 0.71.3 | 3.71.0 (3*83^2 + 71*83) | No |
These are the training products that have the "ARM CHAIR" tag (processing sequence 6675). 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 |
|---|---|---|---|---|---|---|---|
| 18798 | Rocking Chair R1 | 641268 | none | 578676 | none | ||
| 8423 | Springville Counter Dining Arm Chair | 62592 | Furniture > Chairs > Kitchen & Dining Room Chairs | none | 0 | none | |
| 32719 | Mid Century Set -Economy-816 | 26560 | SOFA | -36032 | none | ||
| 29421 | Forever Patio Brookside Wicker Rye Armchair | 0 | ARMCHAIRS | -62592 | none |