Fold 2 - Understanding why coefficient 27640 was selected
Tag: MAXI DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 28
Unique residual values tried: 5
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 | 7.000581 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 103419 | 7.002613 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 158531 | 7.002903 | 1.1.23 | 23.1.1 (23*83^2 + 83 + 1) | No | |
| 0 | 22.000000 | 0 | 0 (0) | No | |
| -27640 | 27.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "MAXI DRESS" tag (processing sequence 2371). 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 |
|---|---|---|---|---|---|---|---|
| 13255 | Asymmetric Neck Sleek Boubou | 158531 | none | 130891 | none | ||
| 22992 | Black Flared Lined Skirt | 103419 | none | 75779 | SKIRTS, MODESTWEAR | ||
| 22999 | Black Mock Button Skirt | 103419 | none | 75779 | SKIRTS, MODESTWEAR | ||
| 23025 | Charcoal Grey Skirt | 103419 | none | 75779 | SKIRTS | ||
| 24679 | ANAN RED OFF SHOULDER MAXI DRESS | 27640 | none | 0 | none | ||
| 27766 | Milan Silk Dress/Skirt | 27640 | none | 0 | SKIRTS, CAREER/PROFESSIONAL, MAXI SKIRT | ||
| 32804 | Inayan Pattern Maxi | 27640 | none | 0 | WOMAN-OWNED BUSINESS | ||
| 13271 | Adire Silk Elegance: The Breeze Boubou | 27640 | none | 0 | none | ||
| 14424 | FLORAL SHOWER MAXI DRESS | 27640 | none | 0 | none | ||
| 23250 | Sergio Max Jumper Dress | 27640 | none | 0 | SLOW FASHION, MADE IN LONDON, MINIMAL, EAST LONDON SHOPPING | ||
| 29194 | Calíope Maxi Belted Dress | 27640 | none | 0 | SLEEVELESS, FINAL SALE | ||
| 29200 | Kamala Back Tie Maxi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 29218 | Miranda Colorblock Maxi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 31409 | Chloe Dress - Gray Label | 27640 | none | 0 | none | ||
| 31468 | Orlando Maxi | Gray Label | 27640 | none | 0 | none | ||
| 31478 | Perry Dress | Monochrome Leopard - Gray Label | 27640 | none | 0 | none | ||
| 31480 | Vivian Dress - Polka Dot | Gray Label | 27640 | none | 0 | none | ||
| 29128 | Martina Midi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 29155 | Luciana Halter Maxi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 29165 | Cecilia Maxi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 29181 | Nora Button Front Maxi Dress | 27640 | none | 0 | SLEEVELESS, LDSALE | ||
| 27925 | Slub Maxi | 0 | PHOTOSHOOTFAB | -27640 | NON-MATERNITY | ||
| 27774 | Marcelle (nursing friendly) | 0 | EVENING DRESS | -27640 | CAREER/PROFESSIONAL | ||
| 27917 | Eloise Dress | 0 | EVENING DRESS | -27640 | CAREER/PROFESSIONAL | ||
| 31481 | Cleo Dress - Black | Gray Label | 0 | DRESSES | -27640 | SUMMER DRESS | ||
| 31482 | Cleo Dress - Green | Gray Label | 0 | DRESSES | -27640 | SUMMER DRESS | ||
| 23254 | Silky Slip Dress | 0 | EVENING DRESS | -27640 | SLOW FASHION, MINIMAL, EAST LONDON SHOPPING, SPRING SUMMER | ||
| 27767 | Milan Silk Dress/Skirt | -27640 | SUMMER STYLE, PHOTOSHOOTFAB | -55280 | SKIRTS, CAREER/PROFESSIONAL, MAXI SKIRT |