Fold 3 - Understanding why coefficient -24318 was selected
Tag: HANDBAGS
Selected Coefficient: -24318
Taxonomy Path: -65.70.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -24318 | 1.025316 | -65.70.3 | -3.70.65 (-(3*79^2 + 70*79 + 65)) | Yes | |
| -24081 | 1.025316 | -65.67.3 | -3.67.65 (-(3*79^2 + 67*79 + 65)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1641). 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 |
|---|---|---|---|---|---|---|---|
| 9860 | Brooklyn | Brown Purse | 0 | CROSSBODY | 24318 | none | ||
| 4560 | Udo-Naetochu African Print Leather Shoulder Bag | -24081 | A55 | 237 | none | ||
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | -24081 | A55 | 237 | none | ||
| 4538 | Enwu-Naetochu Crossbody African Print Leather Bag | -24318 | A55 | 0 | none | ||
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | -24318 | A55 | 0 | none |