Fold 1 - Understanding why coefficient 1472876 was selected
Tag: TROUSERS
Selected Coefficient: 1472876
Taxonomy Path: 0.0.78.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1472876 | 2.000000 | 0.0.78.2 | 2.78.0.0 (2*79^3 + 78*79^2) | Yes | |
| -8051050 | 5.000000 | -2.2.26.16 | -16.26.2.2 (-(16*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| 5498401 | 5.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "TROUSERS" tag (processing sequence 2937). 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 |
|---|---|---|---|---|---|---|---|
| 1030 | Utility Tie Waist Trouser | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | LINEN |
| 1567 | LYNX Organic Cotton Trouser - Purple | 1472876 | 50-100 | 0 | none | ||
| 2336 | Marble White Slim Jeans | 1472876 | FITS SIZE 16, FITS SIZE 18, MARBLE | 0 | none | ||
| 2363 | Pinns Pull On Ankle Grazer Trousers | 1472876 | FITS SIZE 16 | 0 | none | ||
| 2407 | Stretch Magic Trousers | 1472876 | FITS SIZE 16 | 0 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -8051050 | JOGGERS, GREEN, 50-100 | -9523926 | none |