Fold 3 - Understanding why coefficient -29847987 was selected
Tag: INFANTS
Selected Coefficient: -29847987
Taxonomy Path: -13.3.28.12.1
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? |
|---|---|---|---|---|---|
| -29847987 | 2.000000 | -13.3.28.12.1 | -1.12.28.3.13 (-(25411681 + 12*71^3 + 28*71^2 + 3*71 + 13)) | Yes | |
| 126175807 | 2.000000 | 3.65.37.68.4 | 4.68.37.65.3 (4*71^4 + 68*71^3 + 37*71^2 + 65*71 + 3) | No | |
| 212584028 | 2.000000 | 17.0.68.25.8 | 8.25.68.0.17 (8*71^4 + 25*71^3 + 68*71^2 + 17) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1461). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 212584028 | ALL AGES, ANTI-AGEING, BABIES, BEAUTY, DRY SKIN, ECZEMA, HORMONE BALANCE | 242432015 | none | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 126175807 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, CHILDREN'S | 156023794 | INSECT BITES, PERSONAL CARE | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -29847987 | ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, ECZEMA, HAIR CARE | 0 | SCARS, STRETCH MARKS |