Fold 4 - Understanding why coefficient 8507274 was selected
Tag: LIFE
Selected Coefficient: 8507274
Taxonomy Path: 1.10.20.17
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 8507274 | 2.012658 | 1.10.20.17 | 17.20.10.1 (17*79^3 + 20*79^2 + 10*79 + 1) | Yes | |
| 78948730 | 2.012658 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| -4929839 | 3.000000 | -2.72.78.9 | -9.78.72.2 (-(9*79^3 + 78*79^2 + 72*79 + 2)) | No | |
| 7601698 | 3.000000 | 2.2.33.15 | 15.33.2.2 (15*79^3 + 33*79^2 + 2*79 + 2) | No |
These are the training products that have the "LIFE" tag (processing sequence 1903). 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 |
|---|---|---|---|---|---|---|---|
| 4301 | Sprigs Men's Bomber Jacket | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 70441456 | JACKET | |
| 1479 | Black Gumball Star Bra | 8507274 | ATHLETIC, GAZZY BY GAZZO | 0 | none | ||
| 3919 | Parrot Love Swim Trunk | 7601698 | ANIMAL | -905576 | none | ||
| 1478 | Black Gumball Board Shorts | -4929839 | PANTS, APPAREL, ATHLETIC, BOTTOMS, GAZZY BY GAZZO | -13437113 | SWIM |