Fold 4 - Understanding why coefficient 5997681 was selected
Tag: SATURDAY SWEATER
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 5997681 | 3.012658 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 9972645 | 3.037975 | 1.73.17.20 | 20.17.73.1 (20*79^3 + 17*79^2 + 73*79 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SATURDAY SWEATER" tag (processing sequence 2539). 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 |
|---|---|---|---|---|---|---|---|
| 10412 | Saturday Sweater - Grey/Pink/Orange | 9972645 | GREY | 3974964 | none | ||
| 10340 | Saturday Sweater - Palest Pebble | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10536 | Sporty Saturday Sweater - Palest Pebble | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10320 | Saturday Sweater with Shoe Lace Bow - Palest Pebble | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 10392 | Sporty Saturday Sweater - Cornflower | 0 | BLUE | -5997681 | none | ||
| 10391 | Sporty Saturday Sweater - Navy | 0 | BLUE | -5997681 | none | ||
| 10414 | Saturday Sweater - Cream | 0 | CREAM | -5997681 | none |