Fold 4 - Understanding why coefficient -7124 was selected
Tag: INFANTS
Selected Coefficient: -7124
Taxonomy Path: -14.11.1
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? |
|---|---|---|---|---|---|
| -7124 | 2.000000 | -14.11.1 | -1.11.14 (-(6241 + 11*79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 198850926 | 2.000000 | 26.2.25.8.5 | 5.8.25.2.26 (5*79^4 + 8*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "INFANTS" tag (processing sequence 4098). 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 |
|---|---|---|---|---|---|---|---|
| 3117 | Kiwiherb Children's Echinature (Organic) | 198850926 | IMMUNE, HERBAL | 198858050 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | CRADLE CAP, SERUM, SCARS | 7124 | Home & Garden > Kitchen & Dining > Barware | HAIR CARE | |
| 3165 | PATCH Body Strap Tape - ON SALE! | -7124 | BIODEGRADABLE, BIO-DEGRADABLE | 0 | none |