Fold 2 - Understanding why coefficient 167 was selected
Tag: WATCHES
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 167 | 0.024096 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 76278 | 0.024096 | 1.6.11 | 11.6.1 (11*83^2 + 6*83 + 1) | No |
These are the training products that have the "WATCHES" tag (processing sequence 4887). 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 |
|---|---|---|---|---|---|---|---|
| 1598 | G-Shock GS-GA2110SC4A Watch - Orange/Green | 76278 | none | 76111 | none | ||
| 25130 | Eye Chart Watch | 76278 | none | 76111 | none | ||
| 33202 | 100 ARW Square D Watch - Ladies | 167 | none | 0 | none | ||
| 33660 | Christian Lacroix Watch - Christian Lacroix - CXLS18005 | 167 | none | 0 | none |