Fold 1 - Understanding why coefficient 1061050 was selected
Tag: ALL-PANTS
Selected Coefficient: 1061050
Taxonomy Path: 1.1.12.2
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Cargo Pants
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 1061050 | 5.000164 | 1.1.12.2 | 2.12.1.1 (2*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Cargo Pants | Yes |
| 3526245 | 5.000168 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 1073532 | 5.000961 | 1.1.14.2 | 2.14.1.1 (2*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Cargo Shorts | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "ALL-PANTS" tag (processing sequence 3566). 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 |
|---|---|---|---|---|---|---|---|
| 8884 | Kenzo Paris Joggers - Black | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2465195 | none | |
| 8873 | Kenzo Paris Joggers - Beige | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | 2465195 | none | |
| 8988 | ASRV Tetra-Lite™ 2-in-1 Legging Cargo Shorts - Black | 1073532 | Apparel & Accessories > Clothing > Shorts > Cargo Shorts | none | 12482 | ASRV | |
| 8753 | Dsquared2 Cipro Cargo Pants - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8647 | Nemen Multipocket Parachute Pants - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8752 | Dsquared2 Suf & Fun Pant - Black | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8754 | Dsquared2 Sexy Cargo Chino Pant - Beige | 1061050 | Apparel & Accessories > Clothing > Pants > Cargo Pants | none | 0 | none | |
| 8635 | Ksubi Chitch Krow Krushed Jeans - Black | 0 | JEANS | -1061050 | none | ||
| 8868 | Kenzo Striped Suisen Relaxed Jeans - Rinsed Blue Denim | 0 | JEANS | -1061050 | none | ||
| 8728 | Dsquared2 Skater Jeans - Blue | 0 | JEANS | -1061050 | none | ||
| 8727 | Dsquared2 Cool Guy Jeans - Blue | 0 | JEANS | -1061050 | none | ||
| 8620 | Ksubi Chitch Ether Trashed Jeans - Black | 0 | JEANS | -1061050 | none |