Fold 2 - Understanding why coefficient -986078 was selected
Tag: POLOS
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -986078 | 1.000002 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| -4025525 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "POLOS" tag (processing sequence 2325). 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 |
|---|---|---|---|---|---|---|---|
| 8872 | Kenzo Paris Classic Polo - Black | 0 | CLOTHING-SIZE-L, KENZO | 986078 | none | ||
| 8842 | Bonsai Oversized Knit Polo - Acid Green | -986078 | CLOTHING-SIZE-L | 0 | none | ||
| 8933 | Sunspel Towelling Polo - White | -986078 | CLOTHING-SIZE-L | 0 | none | ||
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | -4025525 | GREEN, CLOTHING-SIZE-L | -3039447 | BONSAI |