Fold 4 - Understanding why coefficient 27640 was selected
Tag: MINI DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 27640 | 2.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 55280 | 3.000000 | 2.2.8 | 8.2.2 (8*83^2 + 2*83 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | No |
These are the training products that have the "MINI DRESS" tag (processing sequence 1417). 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 |
|---|---|---|---|---|---|---|---|
| 31552 | Camilla- Plunge Neck Mini Dress | 55280 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | FLORAL DRESS | 27640 | CAMILLA | |
| 13274 | Basic Striped long Sleeves Mini Dress | 27640 | none | 0 | COTTON TSHIRT | ||
| 26799 | Zoey Sage Dress | 27640 | none | 0 | none | ||
| 27195 | Norma Kamali Boyfriend NK Shirt Shirred Skirt Dress | 0 | BLACK DRESS | -27640 | ALL-DESIGNERS |