Fold 0 - Understanding why coefficient 55777 was selected
Tag: LEATHER/TEXTILE
Selected Coefficient: 55777
Taxonomy Path: 1.8.8
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? |
|---|---|---|---|---|---|
| 55777 | 1.000290 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | Yes | |
| 41999 | 1.000290 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No | |
| -41999 | 4.000000 | -1.8.6 | -6.8.1 (-(6*83^2 + 8*83 + 1)) | No |
These are the training products that have the "LEATHER/TEXTILE" tag (processing sequence 5655). 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 |
|---|---|---|---|---|---|---|---|
| 23807 | Ronja Fruit - Blueberry | 55777 | none | 0 | none | ||
| 24044 | Ronja Fruit - Lemon | 55777 | none | 0 | none | ||
| 23488 | Line Suede - Coffee Cream | 41999 | SANDALS, LINE | -13778 | none | ||
| 23494 | Line Suede - Sepia | 41999 | SANDALS, LINE | -13778 | none | ||
| 24019 | Tristan Sandal - Leaf | -41999 | SANDALS, BARN | -97776 | none |