Fold 4 - Understanding why coefficient -2434732 was selected
Tag: SCARF
Selected Coefficient: -2434732
Taxonomy Path: -0.70.56.6
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? |
|---|---|---|---|---|---|
| -2434732 | 1.000000 | -0.70.56.6 | -6.56.70.0 (-(6*71^3 + 56*71^2 + 70*71)) | 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 112). 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 | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | EOL |
| 1897 | Women's Unicorn Print Infinity Scarf | -2434732 | GREEN | 0 | CLOTHING, GRAY |