Fold 4 - Understanding why coefficient 600100 was selected
Tag: HANDBAGS
Selected Coefficient: 600100
Taxonomy Path: 16.12.17.1
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? |
|---|---|---|---|---|---|
| 600100 | 0.025316 | 16.12.17.1 | 1.17.12.16 (493039 + 17*79^2 + 12*79 + 16) | Yes | |
| 600337 | 0.025316 | 16.15.17.1 | 1.17.15.16 (493039 + 17*79^2 + 15*79 + 16) | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1637). 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 |
|---|---|---|---|---|---|---|---|
| 4560 | Udo-Naetochu African Print Leather Shoulder Bag | 600337 | C1 | 237 | none | ||
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | 600337 | C1 | 237 | none | ||
| 4538 | Enwu-Naetochu Crossbody African Print Leather Bag | 600100 | C1 | 0 | none | ||
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | 600100 | C1 | 0 | none |