Fold 0 - Understanding why coefficient 4 was selected
Tag: ALPHABET
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Yes | |
| 1784356 | 2.000000 | 22.1.10.3 | 3.10.1.22 (3*83^3 + 10*83^2 + 83 + 22) | No |
These are the training products that have the "ALPHABET" tag (processing sequence 3492). 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 |
|---|---|---|---|---|---|---|---|
| 12763 | Double Applique Alphabet Embroidery Design 4 sizes AL006 | 1784356 | none | 1784352 | none | ||
| 30538 | Custom Made Owl Quilt | 4 | none | 0 | COT BEDDING, TRADITIONAL | ||
| 30701 | Fun Monsters Alphabet Quilt | 4 | none | 0 | none |