Fold 0 - 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: 12
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? |
|---|---|---|---|---|---|
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4662925 | 8.014481 | -0.0.2.13 | -13.2.0.0 (-(13*71^3 + 2*71^2)) | No | |
| -4340301 | 8.014481 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| -3937021 | 8.014481 | -0.0.0.11 | -11.0.0.0 (-(11*71^3)) | No | |
| -2510702 | 8.042254 | -0.4.1.7 | -7.1.4.0 (-(7*71^3 + 5041 + 4*71)) | 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DATE NIGHT, EASY, FIGURE FLATTERING | |
| 835 | Blakely | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FRAILS | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 937 | Giuliana -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES | |
| 1051 | Rosheen -Red | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 907 | Dua | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 924 | Fleur | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES, MAXI DRESSES | |
| 1085 | Zadie -Spring Ink | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, FLORAL PATTERNS | |
| 994 | Kristen -Navy | -2510702 | NAVY | -2530938 | BOHEMIAN STYLE, ELEGANT DRESSES, MAXI DRESSES | ||
| 893 | Dolan | -3937021 | CASUAL | -3957257 | EASY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 933 | Georgette Ruffle | -4340301 | CASUAL | -4360537 | BEST SELLER, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 996 | Lakeside Midi | -4662925 | ROSE | -4683161 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |