Fold 3 - Understanding why coefficient -5342214 was selected
Tag: PERSONAL CARE
Selected Coefficient: -5342214
Taxonomy Path: -76.77.65.10
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? |
|---|---|---|---|---|---|
| -5342214 | 1.000000 | -76.77.65.10 | -10.65.77.76 (-(10*79^3 + 65*79^2 + 77*79 + 76)) | Yes | |
| 3286342675 | 1.000000 | 29.7.38.29.5.1 | 1.5.29.38.7.29 (3077056399 + 5*79^4 + 29*79^3 + 38*79^2 + 7*79 + 29) | No |
These are the training products that have the "PERSONAL CARE" tag (processing sequence 2294). 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! | 3286342675 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, CAMPING, CHILDREN'S, INFANTS, INSECT BITES | 3291684889 | none | ||
| 3135 | Mulberry Silk Luxury Sleep Mask by SleepDrops | -5342214 | BEDROOM | 0 | none |