Fold 4 - Understanding why coefficient 1094 was selected
Tag: TOTE HANDBAGS
Selected Coefficient: 1094
Taxonomy Path: 15.13
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 1094 | 0.012048 | 15.13 | 13.15 (13*83 + 15) | Yes | |
| 1260 | 0.096386 | 15.15 | 15.15 (15*83 + 15) | No |
These are the training products that have the "TOTE HANDBAGS" tag (processing sequence 2344). 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 |
|---|---|---|---|---|---|---|---|
| 11415 | Leather Crocodile Pattern 14 In Laptop Commuter Bag | 1260 | none | 166 | none | ||
| 11408 | 2Pc Set Crocodile Pattern Handbag and Wallet | 1094 | none | 0 | none | ||
| 11413 | Luxury Crocodile Pattern Genuine Leather Tote Handbag | 1094 | none | 0 | none | ||
| 11416 | Alligator Pattern Leather Handbag | 1094 | none | 0 | none | ||
| 11430 | Letter Designer Leather Tote Handbag | 1094 | none | 0 | none | ||
| 11431 | NIGEDU Large Leather Tote Handbag | 1094 | none | 0 | none | ||
| 11432 | Large Genuine Leather Tote Handbag | 1094 | none | 0 | none | ||
| 11403 | Large Luxury Designer Handbag | 1094 | none | 0 | none | ||
| 11479 | Panelled Patchwork Anti-tear Nylon+Leather Large Tote /Shoulder Bag | 1094 | none | 0 | none |