Fold 0 - Understanding why coefficient -5947120 was selected
Tag: PLATFORM
Selected Coefficient: -5947120
Taxonomy Path: -0.72.4.12
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -5947120 | 2.037979 | -0.72.4.12 | -12.4.72.0 (-(12*79^3 + 4*79^2 + 72*79)) | Yes | |
| -5454081 | 2.037979 | -0.72.4.11 | -11.4.72.0 (-(11*79^3 + 4*79^2 + 72*79)) | No | |
| -3974964 | 2.037979 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | No | |
| 0 | 2.038135 | 0 | 0 (0) | No | |
| 5404706 | 2.038295 | 0.0.76.10 | 10.76.0.0 (10*79^3 + 76*79^2) | No | |
| 50561 | 6.012658 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 5997681 | 6.012658 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "PLATFORM" tag (processing sequence 3208). 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 |
|---|---|---|---|---|---|---|---|
| 9409 | ROXY SIGNATURE: KHAKI NUBUCK TRAINERS | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | TRAINERS, SNEAKER | 11944801 | none | |
| 918 | Facts | 5404706 | SUEDE, FASHION, EASY, STYLE | 11351826 | none | ||
| 9396 | ROXY SIGNATURE: PEARL IRIDESCENT TRAINERS | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 9523 | SADIE: NAVY SHIMMER METALLIC PLATFORM TRAINERS | 0 | TRAINERS | 5947120 | none | ||
| 9408 | ROXY SIGNATURE: NAVY NUBUCK TRAINERS | 0 | TRAINERS, NAVY, SNEAKER | 5947120 | none | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -3974964 | GREY | 1972156 | none | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -5454081 | PINK, MULTI | 493039 | none | ||
| 9532 | ROXY SIGNATURE: WHITE & PASTEL TRAINERS | -5947120 | PINK | 0 | none |