Fold 1 - Understanding why coefficient -129185640 was selected
Tag: ALL AGES
Selected Coefficient: -129185640
Taxonomy Path: -4.70.66.5.5
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? |
|---|---|---|---|---|---|
| -129185640 | 1.014085 | -4.70.66.5.5 | -5.5.66.70.4 (-(5*71^4 + 5*71^3 + 66*71^2 + 70*71 + 4)) | Yes | |
| -1487241 | 1.014085 | -4.2.11.4 | -4.11.2.4 (-(4*71^3 + 11*71^2 + 2*71 + 4)) | No | |
| -76235043 | 2.000000 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*71^4)) | No |
These are the training products that have the "ALL AGES" tag (processing sequence 394). 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! | -1487241 | ORGANIC, KIDS | 127698399 | BIO-DEGRADABLE, BIODEGRADABLE, INFANTS, INSECT BITES, PERSONAL CARE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | -76235043 | ACNE | 52950597 | BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, HORMONE BALANCE, INFANTS, NAPPY RASH | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | -129185640 | KETOGENIC | 0 | GUT HEALTH, RAW |