Fold 2 - Understanding why coefficient 27640 was selected
Tag: EVENING DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 27640 | 1.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "EVENING DRESS" tag (processing sequence 981). 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 |
|---|---|---|---|---|---|---|---|
| 23254 | Silky Slip Dress | 27640 | none | 0 | MAXI DRESS, SLOW FASHION, MINIMAL, EAST LONDON SHOPPING, SPRING SUMMER | ||
| 27774 | Marcelle (nursing friendly) | 27640 | none | 0 | MAXI DRESS, CAREER/PROFESSIONAL | ||
| 27907 | Gloria (Nuirsing) | 27640 | none | 0 | HOLIDAY DRESS, CAREER/PROFESSIONAL, WORK DRESS | ||
| 27917 | Eloise Dress | 27640 | none | 0 | MAXI DRESS, CAREER/PROFESSIONAL | ||
| 27195 | Norma Kamali Boyfriend NK Shirt Shirred Skirt Dress | 0 | MINI DRESS | -27640 | BLACK DRESS, ALL-DESIGNERS, LONG SLEEVES |