Fold 2 - Understanding why coefficient 20236 was selected
Tag: HUMANS OF RIXO
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 7
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 | 4.000397 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 75687 | 4.000595 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 3634633 | 4.000595 | 1.1.11.10 | 10.11.1.1 (10*71^3 + 11*71^2 + 71 + 1) | No | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -4340301 | 6.000198 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| -20236 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 40472 | 7.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "HUMANS OF RIXO" tag (processing sequence 872). 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 |
|---|---|---|---|---|---|---|---|
| 840 | Bridgette - Blue | 3634633 | FLORAL PATTERNS, FLORAL PATTERS | 3614397 | none | ||
| 1045 | Preslee -Blue | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | none | |
| 929 | Freya | 40472 | CUTE DRESSES, ELEGANT DRESSES, FLORAL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 881 | Devi- Pink | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES, FLORAL DRESSES | 0 | none | |
| 935 | Georgina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 834 | Bina -Red | 0 | FUN SUMMER COLORS | -20236 | none | ||
| 1051 | Rosheen -Red | -20236 | BEST DRESS, COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES | -40472 | none | ||
| 1060 | Simone -Pastel | -4340301 | CASUAL | -4360537 | none |