Fold 3 - Understanding why coefficient -160793374 was selected
Tag: INFANTS
Selected Coefficient: -160793374
Taxonomy Path: -13.3.10.10.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -160793374 | 3.000000 | -13.3.10.10.4 | -4.10.10.3.13 (-(4*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 274515893 | 3.000000 | 57.69.61.3.7 | 7.3.61.69.57 (7*79^4 + 3*79^3 + 61*79^2 + 69*79 + 57) | No | |
| 3124088814 | 3.000000 | 2.3.31.16.1.1 | 1.1.16.31.3.2 (3077056399 + 38950081 + 16*79^3 + 31*79^2 + 3*79 + 2) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1750). 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! | 3124088814 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, CAMPING, CHILDREN'S | 3284882188 | INSECT BITES, PERSONAL CARE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 274515893 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, BODY, DERMATITIS | 435309267 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | ORGANIC, ROSE, BABIES, BODY OIL, CHILDREN'S | 160793374 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | NEWBORNS | |
| 3071 | Absolute Essential Argan Oil (Organic) | -160793374 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, DERMATITIS, FRAGRANCE-FREE, HAIR CARE | 0 | none |