Fold 0 - Understanding why coefficient -448495 was selected
Tag: INSECT BITES
Selected Coefficient: -448495
Taxonomy Path: -59.68.17.1
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? |
|---|---|---|---|---|---|
| -448495 | 1.000000 | -59.68.17.1 | -1.17.68.59 (-(357911 + 17*71^2 + 68*71 + 59)) | Yes | |
| 790642 | 1.000000 | 57.59.14.2 | 2.14.59.57 (2*71^3 + 14*71^2 + 59*71 + 57) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 892). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 790642 | ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 1239137 | KIDS, PERSONAL CARE | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -448495 | BEACH | 0 | MANUKA, TOPICAL REMEDIES |