Fold 4 - Understanding why coefficient -7158874 was selected
Tag: SCARF
Selected Coefficient: -7158874
Taxonomy Path: -15.9.0.20
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -7158874 | 1.000000 | -15.9.0.20 | -20.0.9.15 (-(20*71^3 + 9*71 + 15)) | Yes | |
| 131209 | 1.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "SCARF" tag (processing sequence 187). 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 |
|---|---|---|---|---|---|---|---|
| 166 | Pom Collar - Moss | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 7290083 | EOL | |
| 1897 | Women's Unicorn Print Infinity Scarf | -7158874 | BLUE, GREEN, GRAY | 0 | none |