Fold 2 - Understanding why coefficient 20236 was selected
Tag: BEST DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 11
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 7.000201 | 0 | 0 (0) | No | |
| -3937021 | 7.000204 | -0.0.0.11 | -11.0.0.0 (-(11*71^3)) | No | |
| -4284850 | 7.000595 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 488). 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 |
|---|---|---|---|---|---|---|---|
| 835 | Blakely | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, FRAILS | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES, PARTY DRESS, SLIP DRESS | |
| 994 | Kristen -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | BOHEMIAN STYLE, CUTE DRESSES, ELEGANT DRESSES | |
| 1013 | Modern Knit Mini Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, FIGURE FLATTERING | |
| 1051 | Rosheen -Red | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES, HUMANS OF RIXO | |
| 1085 | Zadie -Spring Ink | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, CUTE DRESSES, FLORAL DRESSES, FLORAL PATTERNS, FLORAL PATTERS | |
| 937 | Giuliana -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES | |
| 1023 | Moss Stripe Crew | 0 | CASUAL | -20236 | FIGURE FLATTERING, FUN SUMMER COLORS, RETRO | ||
| 996 | Lakeside Midi | 0 | ROSE | -20236 | CUTE DRESSES, TOPSFREE PEOPLE | ||
| 893 | Dolan | -3937021 | CASUAL | -3957257 | FIGURE FLATTERING, FUN SUMMER COLORS, RETRO | ||
| 1035 | Paige | -4284850 | CASUAL | -4305086 | FIGURE FLATTERING, RAILS, RETRO, SUMMER COLORS |