Fold 4 - Understanding why coefficient -4025525 was selected
Tag: EASY
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -4025525 | 4.000162 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 1397904 | 4.000164 | 78.77.65.2 | 2.65.77.78 (2*79^3 + 65*79^2 + 77*79 + 78) | No | |
| -25044 | 4.000481 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 5.000002 | 0 | 0 (0) | No | |
| -2465195 | 5.000004 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| 63043 | 7.000000 | 1.8.10 | 10.8.1 (10*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "EASY" tag (processing sequence 4327). 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 |
|---|---|---|---|---|---|---|---|
| 1023 | Moss Stripe Crew | 1397904 | FUN SUMMER COLORS, TOPS | 5423429 | CLASSIC | ||
| 918 | Facts | 63043 | Apparel & Accessories > Shoes > Heels | none | 4088568 | none | |
| 1013 | Modern Knit Mini Dress | 0 | CUTE DRESSES | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DENIM | |
| 828 | Augusta Crinkle | 0 | SWIMSUIT, REINA OLGA, FUN | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 1068 | Syd | -25044 | CUTE DRESSES, COTTON DRESSES | 4000481 | none | ||
| 1025 | Naya | -2465195 | TOPS | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | CLASSIC | |
| 893 | Dolan | -4025525 | FUN SUMMER COLORS, TOPS | 0 | CLASSIC | ||
| 824 | Astoria | -4025525 | SOFT SWEATERS, TOPS | 0 | CLASSIC |