Fold 0 - Understanding why coefficient -2798337 was selected
Tag: SCARF
Selected Coefficient: -2798337
Taxonomy Path: -14.8.58.7
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? |
|---|---|---|---|---|---|
| -2798337 | 1.000000 | -14.8.58.7 | -7.58.8.14 (-(7*71^3 + 58*71^2 + 8*71 + 14)) | 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 188). 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 | 2929546 | EOL | |
| 1897 | Women's Unicorn Print Infinity Scarf | -2798337 | GREEN, GRAY | 0 | none |