Fold 1 - Understanding why coefficient -2868329 was selected
Tag: JEANS
Selected Coefficient: -2868329
Taxonomy Path: -0.0.1.8
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| -2868329 | 5.000006 | -0.0.1.8 | -8.1.0.0 (-(8*71^3 + 5041)) | Yes | |
| -1436685 | 5.000011 | -0.0.1.4 | -4.1.0.0 (-(4*71^3 + 5041)) | No | |
| 1492208 | 6.000000 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
These are the training products that have the "JEANS" tag (processing sequence 36). 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 |
|---|---|---|---|---|---|---|---|
| 349 | Curvy Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 957 | Good Legs Crop Mini Boot | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CASUAL, GOOD AMERICAN, KARDASHIAN |
| 8621 | Ksubi Hazlow City High Rise Jeans - Denim | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 8775 | Skylar Flare Jean | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 9800 | Cali Medium Wash Flare Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | 2023LAUNCH, BOTTOMS |
| 8620 | Ksubi Chitch Ether Trashed Jeans - Black | -1436685 | BLACK | 1431644 | ALL-PANTS | ||
| 8635 | Ksubi Chitch Krow Krushed Jeans - Black | -1436685 | BLACK | 1431644 | ALL-PANTS | ||
| 8636 | Ksubi Chitch Punk Blue Jeans - Denim | -2868329 | BLUE | 0 | none | ||
| 8637 | Ksubi Chitch Thrashed Jeans - Denim | -2868329 | BLUE | 0 | none | ||
| 8751 | Dsquared2 Dark Ripped Wash Skater Jeans - Blue | -2868329 | BLUE | 0 | ALL-PANTS | ||
| 8868 | Kenzo Striped Suisen Relaxed Jeans - Rinsed Blue Denim | -2868329 | BLUE | 0 | ALL-PANTS |