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: 10
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 | 3.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4662925 | 7.000397 | -0.0.2.13 | -13.2.0.0 (-(13*71^3 + 2*71^2)) | No | |
| -4340301 | 7.000397 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| 0 | 7.000397 | 0 | 0 (0) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 738). 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 | none | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES | |
| 924 | Fleur | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES, FLOWY DRESSES, MAXI DRESSES | |
| 1013 | Modern Knit Mini Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FIGURE FLATTERING | |
| 1051 | Rosheen -Red | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES | |
| 1085 | Zadie -Spring Ink | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES, FLORAL PATTERNS, FLOWY DRESSES | |
| 937 | Giuliana -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | EXPENSIVE DRESSES | |
| 1023 | Moss Stripe Crew | 0 | CASUAL | -20236 | FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 933 | Georgette Ruffle | -4340301 | CASUAL | -4360537 | FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 996 | Lakeside Midi | -4662925 | ROSE | -4683161 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |