Fold 2 - Understanding why coefficient 4085261 was selected
Tag: ALL-PANTS
Selected Coefficient: 4085261
Taxonomy Path: 1.1.12.7
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 4085261 | 4.000147 | 1.1.12.7 | 7.12.1.1 (7*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 1226326 | 4.000149 | 1.1.12.2 | 2.12.1.1 (2*83^3 + 12*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | No |
| 1240104 | 4.000435 | 1.1.14.2 | 2.14.1.1 (2*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -2369900 | 7.000000 | -1.1.12.4 | -4.12.1.1 (-(4*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "ALL-PANTS" tag (processing sequence 4488). 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 |
|---|---|---|---|---|---|---|---|
| 8989 | ASRV Tetra-Lite™ High Rib Joggers - Black | 4085261 | none | 0 | ASRV | ||
| 8884 | Kenzo Paris Joggers - Black | 4085261 | none | 0 | none | ||
| 8988 | ASRV Tetra-Lite™ 2-in-1 Legging Cargo Shorts - Black | 1240104 | none | -2845157 | ASRV | ||
| 8753 | Dsquared2 Cipro Cargo Pants - Black | 1226326 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | -2858935 | none | |
| 8620 | Ksubi Chitch Ether Trashed Jeans - Black | 0 | CLOTHING-SIZE-32, JEANS, KSUBI | -4085261 | none | ||
| 8727 | Dsquared2 Cool Guy Jeans - Blue | 0 | JEANS | -4085261 | CLOTHING-SIZE-48 | ||
| 8728 | Dsquared2 Skater Jeans - Blue | 0 | JEANS | -4085261 | CLOTHING-SIZE-48 | ||
| 8868 | Kenzo Striped Suisen Relaxed Jeans - Rinsed Blue Denim | -2369900 | CLOTHING-SIZE-32, JEANS | -6455161 | none |