Fold 1 - Understanding why coefficient 1042 was selected
Tag: TOTE AT 999
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 8
Unique residual values tried: 1
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 | 0.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
These are the training products that have the "TOTE AT 999" tag (processing sequence 391). 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 |
|---|---|---|---|---|---|---|---|
| 15593 | Assam Tapestry Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15597 | Bengal Mosaic Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15617 | Chamoli Motif Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15620 | Deccan Bidri Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15782 | Nawabi Couture Book Tote | 1042 | Luggage & Bags > Tote Bags | none | 0 | GPAYCODE, SMALL BAGS | |
| 15789 | Nawabi Couture Shoulder Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15795 | Nicobar Coral Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 15807 | Pithora Artistry Everyday Tote Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none |