Fold 0 - Understanding why coefficient 27640 was selected
Tag: LITTLE BLACK DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 10
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 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "LITTLE BLACK DRESS" tag (processing sequence 303). 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 |
|---|---|---|---|---|---|---|---|
| 31727 | Tight Dress Women Sleeveless | 27640 | none | 0 | none | ||
| 844 | Capri CutOut Tank | 27640 | none | 0 | none | ||
| 1526 | 60s Floral Jacquard Dress | 27640 | none | 0 | DRESSES | ||
| 6083 | Darcie Dress- Black | 27640 | none | 0 | DRESSES, TENCEL | ||
| 27623 | Sam Sparkle Dress | 27640 | none | 0 | HOLIDAY DRESS, MATERNITY SHOOT, TEXTURED | ||
| 27625 | Lattice Dress | 27640 | none | 0 | SLEEVELESS, MATERNITY SHOOT, BUMP BASICS | ||
| 27774 | Marcelle (nursing friendly) | 27640 | none | 0 | MAXI DRESS, DRESSY | ||
| 27907 | Gloria (Nuirsing) | 27640 | none | 0 | HOLIDAY DRESS, WORK DRESS | ||
| 27917 | Eloise Dress | 27640 | none | 0 | MAXI DRESS, DRESSY | ||
| 907 | Dua | 0 | CUTE DRESSES | -27640 | DRESSY |