Fold 0 - Understanding why coefficient 21332 was selected
Tag: 42
Selected Coefficient: 21332
Taxonomy Path: 1.8.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 21332 | 0.000145 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | Yes | |
| 48888 | 0.000145 | 1.8.7 | 7.8.1 (7*83^2 + 8*83 + 1) | No |
These are the training products that have the "42" tag (processing sequence 4934). 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 |
|---|---|---|---|---|---|---|---|
| 29105 | Sunny Slipper - Charcoal | 48888 | none | 27556 | SIZE-EURO-36-US5, SIZE-EURO-36-US-5 | ||
| 31202 | GOTTY ANKLE BOOTS, WHITE CALFSKIN | 21332 | none | 0 | WEDGES |