Fold 0 - Understanding why coefficient -2152507 was selected
Tag: ALL-PANTS
Selected Coefficient: -2152507
Taxonomy Path: -0.0.1.6
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| -2152507 | 3.000796 | -0.0.1.6 | -6.1.0.0 (-(6*71^3 + 5041)) | Yes | |
| -362952 | 3.000802 | -0.0.1.1 | -1.1.0.0 (-(357911 + 5041)) | No | |
| 0 | 3.000992 | 0 | 0 (0) | No | |
| -2142425 | 3.001389 | -0.0.70.5 | -5.70.0.0 (-(5*71^3 + 70*71^2)) | No | |
| 2565941 | 9.000000 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| -2928893 | 10.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "ALL-PANTS" tag (processing sequence 401). 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 |
|---|---|---|---|---|---|---|---|
| 8873 | Kenzo Paris Joggers - Beige | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none |
| 8884 | Kenzo Paris Joggers - Black | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none |
| 8728 | Dsquared2 Skater Jeans - Blue | 0 | JEANS | 2152507 | CLOTHING-SIZE-48 | ||
| 8751 | Dsquared2 Dark Ripped Wash Skater Jeans - Blue | 0 | JEANS | 2152507 | CLOTHING-SIZE-48 | ||
| 8727 | Dsquared2 Cool Guy Jeans - Blue | 0 | JEANS | 2152507 | CLOTHING-SIZE-48 | ||
| 8989 | ASRV Tetra-Lite™ High Rib Joggers - Black | -362952 | BLACK | 1789555 | ASRV, CLOTHING-SIZE-XL | ||
| 8988 | ASRV Tetra-Lite™ 2-in-1 Legging Cargo Shorts - Black | -2142425 | BLACK | 10082 | ASRV, CLOTHING-SIZE-XL | ||
| 8752 | Dsquared2 Suf & Fun Pant - Black | -2152507 | BLACK | 0 | CLOTHING-SIZE-48 | ||
| 8647 | Nemen Multipocket Parachute Pants - Black | -2152507 | BLACK | 0 | none | ||
| 8753 | Dsquared2 Cipro Cargo Pants - Black | -2152507 | BLACK | 0 | none | ||
| 8635 | Ksubi Chitch Krow Krushed Jeans - Black | -2928893 | BLACK, JEANS | -776386 | none |