Fold 3 - Understanding why coefficient -197683600 was selected
Tag: ALL AGES
Selected Coefficient: -197683600
Taxonomy Path: -4.78.74.5.5
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? |
|---|---|---|---|---|---|
| -197683600 | 2.000000 | -4.78.74.5.5 | -5.5.74.78.4 (-(5*79^4 + 5*79^3 + 74*79^2 + 78*79 + 4)) | Yes | |
| -2040807 | 2.000000 | -0.0.11.4 | -4.11.0.0 (-(4*79^3 + 11*79^2)) | No | |
| 395866880 | 2.000000 | 13.3.72.12.10 | 10.12.72.3.13 (10*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | No |
These are the training products that have the "ALL AGES" tag (processing sequence 413). 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 | 395866880 | ACNE | 593550480 | ANTI-AGEING, BABIES, BEAUTY, BODY, DERMATITIS, INFANTS | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | -2040807 | ORGANIC | 195642793 | BATHROOM, BIO-DEGRADABLE, CAMPING, CHILDREN'S, INFANTS, INSECT BITES, PERSONAL CARE | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | -197683600 | KETOGENIC | 0 | DELICIOUS, FOOD, GUT HEALTH, RAW, OMEGA |