Fold 0 - Understanding why coefficient -2928893 was selected
Tag: AIR
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -2928893 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -443752 | 4.000000 | -2.2.17.1 | -1.17.2.2 (-(357911 + 17*71^2 + 2*71 + 2)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "AIR" tag (processing sequence 390). 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 | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 280 | BF Tee, LIGHT Jersey | -443752 | TOP, LIGHTWEIGHT, WOMEN | 2485141 | none | ||
| 281 | EZ Dress, LIGHT Jersey | -2928893 | LIGHTWEIGHT, WOMEN | 0 | none | ||
| 282 | EZ Dress, MEDIUM Jersey | -2928893 | LIGHTWEIGHT, WOMEN | 0 | none | ||
| 283 | EZ Dress, SHEER Jersey | -2928893 | LIGHTWEIGHT, WOMEN | 0 | EUCALYPTUS |