Fold 0 - Understanding why coefficient -103596950 was selected
Tag: SET
Selected Coefficient: -103596950
Taxonomy Path: -2.2.15.15.2
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? |
|---|---|---|---|---|---|
| -103596950 | 2.000000 | -2.2.15.15.2 | -2.15.15.2.2 (-(2*83^4 + 15*83^3 + 15*83^2 + 2*83 + 2)) | Yes | |
| -7058 | 2.000000 | -3.2.1 | -1.2.3 (-(6889 + 2*83 + 3)) | No | |
| 3491548 | 2.000000 | 70.68.8.6 | 6.8.68.70 (6*83^3 + 8*83^2 + 68*83 + 70) | No |
These are the training products that have the "SET" tag (processing sequence 6254). 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 |
|---|---|---|---|---|---|---|---|
| 32199 | SWEETEST TABOO TEE (SADE ARTWORK) | 3491548 | LOUNGE | 107088498 | none | ||
| 24561 | Gold Black Queen Bracelets | -7058 | BRACELETS, FLAG | 103589892 | MAGIC, QUEEN | ||
| 26840 | Brittany Ribbed Cardigan Set | -103596950 | LEGGINGS, CARDIGAN, PANTS | 0 | BOTTOMS, CLEARANCE |