Fold 0 - Understanding why coefficient -1487095 was selected
Tag: ALL AGES
Selected Coefficient: -1487095
Taxonomy Path: -0.0.11.4
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? |
|---|---|---|---|---|---|
| -1487095 | 1.000000 | -0.0.11.4 | -4.11.0.0 (-(4*71^3 + 11*71^2)) | Yes | |
| 65684 | 1.000000 | 9.2.13 | 13.2.9 (13*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
These are the training products that have the "ALL AGES" tag (processing sequence 202). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 1552779 | DELICIOUS | |
| 3165 | PATCH Body Strap Tape - ON SALE! | -1487095 | ORGANIC | 0 | BIO-DEGRADABLE, BIODEGRADABLE, INSECT BITES, KIDS, PERSONAL CARE |