Fold 3 - Understanding why coefficient -511762 was selected
Tag: 40
Selected Coefficient: -511762
Taxonomy Path: -0.0.3.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -511762 | 1.012818 | -0.0.3.1 | -1.3.0.0 (-(493039 + 3*79^2)) | Yes | |
| 0 | 1.012818 | 0 | 0 (0) | No | |
| 2977036 | 1.025316 | 0.1.3.6 | 6.3.1.0 (6*79^3 + 3*79^2 + 79) | No | |
| 38079 | 3.000000 | 1.8.6 | 6.8.1 (6*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sandals | No |
These are the training products that have the "40" tag (processing sequence 3196). 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 |
|---|---|---|---|---|---|---|---|
| 13232 | Sparkling Celebration "40" Beverage Napkins | 16 ct | 2977036 | BEVERAGE NAPKINS | 3488798 | none | ||
| 11816 | OUNKA <br><span class="second-name">Mule cuir tissu coloré</span> | 38079 | Apparel & Accessories > Shoes > Sandals | none | 549841 | none | |
| 13234 | Sparkling Celebration "40" Round Plates, 7" | 8 ct | 0 | 7" | 511762 | none | ||
| 8130 | Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces | -511762 | BIKER VEST | 0 | none |