Fold 0 - Understanding why coefficient -13947 was selected
Tag: BURNISHED
Selected Coefficient: -13947
Taxonomy Path: -3.2.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -13947 | 2.000000 | -3.2.2 | -2.2.3 (-(2*83^2 + 2*83 + 3)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 27640 | 2.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "BURNISHED" tag (processing sequence 3511). 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 |
|---|---|---|---|---|---|---|---|
| 32222 | Jupiter Double Monk | 27640 | __WITH:MENS-DRESS-SHOE-LACES, DRESSY | 41587 | none | ||
| 32117 | Manio Single Monk | 0 | __WITH:MENS-DRESS-SHOE-LACES | 13947 | none | ||
| 24644 | Ceramic Handmade Bull of Pucara "Torito of Pucara" Quinua Ceramic Style. Red Clay Hand Burnished 8" Tall. | -13947 | ETHNIC, CERAMIC | 0 | none |