Fold 4 - Understanding why coefficient 4360537 was selected
Tag: SATURDAY SWEATER
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4360537 | 2.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| -2213071 | 4.000000 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SATURDAY SWEATER" tag (processing sequence 132). 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 |
|---|---|---|---|---|---|---|---|
| 10320 | Saturday Sweater with Shoe Lace Bow - Palest Pebble | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10340 | Saturday Sweater - Palest Pebble | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | BEIGE | |
| 10414 | Saturday Sweater - Cream | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | CREAM | |
| 10392 | Sporty Saturday Sweater - Cornflower | 0 | BLUE | -4360537 | none | ||
| 10391 | Sporty Saturday Sweater - Navy | -2213071 | NAVY, BLUE | -6573608 | none |