Fold 2 - Understanding why coefficient 1042 was selected
Tag: WOMEN'S OFFICE
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1042 | 0.012658 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 1200 | 0.025316 | 15.15 | 15.15 (15*79 + 15) | Luggage & Bags > Laptop Bags | No |
These are the training products that have the "WOMEN'S OFFICE" tag (processing sequence 2528). 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 |
|---|---|---|---|---|---|---|---|
| 15594 | Assam Tapestry Statement Office Bag | 1200 | Luggage & Bags > Laptop Bags | none | 158 | none | |
| 15788 | Nawabi Couture Office Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | GPAYCODE | |
| 15797 | Nicobar Coral Statement Office Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none |