Fold 3 - Understanding why coefficient -6447200 was selected
Tag: CHILDREN'S
Selected Coefficient: -6447200
Taxonomy Path: -10.3.6.13
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -6447200 | 2.000000 | -10.3.6.13 | -13.6.3.10 (-(13*79^3 + 6*79^2 + 3*79 + 10)) | Yes | |
| -9 | 2.000000 | -9 | -9 (-(9)) | No | |
| 3117641614 | 2.000000 | 71.78.24.3.1.1 | 1.1.3.24.78.71 (3077056399 + 38950081 + 3*79^3 + 24*79^2 + 78*79 + 71) | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 973). 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! | 3117641614 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, CAMPING | 3124088814 | INFANTS, INSECT BITES, PERSONAL CARE | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -9 | ORGANIC, BABIES, BODY OIL | 6447191 | GAS | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -6447200 | ORGANIC, ROSE, BABIES, BODY OIL | 0 | INFANTS, NEWBORNS |