Fold 0 - Understanding why coefficient -986078 was selected
Tag: POLOS
Selected Coefficient: -986078
Taxonomy Path: -0.0.0.2
Taxonomy Name:
Products with this tag: 5
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 | 2.000000 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | Yes | |
| -4599777 | 4.000000 | -2.2.26.9 | -9.26.2.2 (-(9*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| 3039447 | 4.000000 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
These are the training products that have the "POLOS" tag (processing sequence 2334). 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 |
|---|---|---|---|---|---|---|---|
| 5006 | Remember Everyone Deployed Polo Shirt | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 8843 | Bonsai Oversized Knit Polo - Azure | -986078 | CLOTHING-SIZE-L | 0 | none | ||
| 8872 | Kenzo Paris Classic Polo - Black | -986078 | CLOTHING-SIZE-L | 0 | KENZO | ||
| 8924 | Sunspel Towelling Polo - Navy | -986078 | CLOTHING-SIZE-L | 0 | none | ||
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | -4599777 | GREEN, BONSAI, CLOTHING-SIZE-L | -3613699 | SWEATERS |