Fold 2 - Understanding why coefficient 523254079 was selected
Tag: OFFICE
Selected Coefficient: 523254079
Taxonomy Path: 1.1.10.2.11
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 523254079 | 1.000002 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 68974 | 1.000005 | 1.1.10 | 10.1.1 (10*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "OFFICE" tag (processing sequence 4004). 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 |
|---|---|---|---|---|---|---|---|
| 11544 | Sacou negru | 523254079 | none | 0 | none | ||
| 11594 | Sacou negru cu brandenburgi | 523254079 | none | 0 | none | ||
| 11678 | Sacou din lana | 523254079 | none | 0 | PRIMAVARA | ||
| 27946 | Ginny Crop Cardi | 68974 | none | -523185105 | BLOUSE, CAREER/PROFESSIONAL | ||
| 6204 | Oak Taper Leg Desk | 0 | DESKS | -523254079 | none |