Fold 2 - Understanding why coefficient -2949129 was selected
Tag: AIR
Selected Coefficient: -2949129
Taxonomy Path: -2.2.17.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2949129 | 3.000000 | -2.2.17.8 | -8.17.2.2 (-(8*71^3 + 17*71^2 + 2*71 + 2)) | Yes | |
| -2928893 | 3.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "AIR" tag (processing sequence 391). 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 |
|---|---|---|---|---|---|---|---|
| 262 | Baby Tee, MEDIUM Jersey | 0 | WOMEN | 2949129 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | |
| 282 | EZ Dress, MEDIUM Jersey | -2928893 | LIGHTWEIGHT, WOMEN | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 283 | EZ Dress, SHEER Jersey | -2928893 | LIGHTWEIGHT, WOMEN | 20236 | Apparel & Accessories > Clothing > Dresses | EUCALYPTUS | |
| 261 | Baby Tee, LIGHT Jersey | -2949129 | TOP, LIGHTWEIGHT, WOMEN | 0 | none | ||
| 280 | BF Tee, LIGHT Jersey | -2949129 | TOP, LIGHTWEIGHT, WOMEN | 0 | none |