Fold 4 - Understanding why coefficient 27640 was selected
Tag: BLACK DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 27640 | 0.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes |
These are the training products that have the "BLACK DRESS" tag (processing sequence 1055). 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 |
|---|---|---|---|---|---|---|---|
| 27195 | Norma Kamali Boyfriend NK Shirt Shirred Skirt Dress | 27640 | none | 0 | MINI DRESS, ALL-DESIGNERS | ||
| 31428 | Samara Dress | Blue/Pink - Gray Label | 27640 | none | 0 | none | ||
| 31429 | Samara Dress | Black/Tan - Gray Label | 27640 | none | 0 | none | ||
| 31473 | Leah Dress | Sage Leopard | 27640 | none | 0 | DRESSES | ||
| 31682 | Gothic Dresses Collar Velvet Buttons Dress | 27640 | none | 0 | none |