Fold 1 - Understanding why coefficient -116850243 was selected
Tag: ALL AGES
Selected Coefficient: -116850243
Taxonomy Path: -0.0.0.0.3
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? |
|---|---|---|---|---|---|
| -116850243 | 1.000160 | -0.0.0.0.3 | -3.0.0.0.0 (-(3*79^4)) | Yes | |
| -2040807 | 1.000160 | -0.0.11.4 | -4.11.0.0 (-(4*79^3 + 11*79^2)) | No | |
| 81300 | 2.000000 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
These are the training products that have the "ALL AGES" tag (processing sequence 404). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 81300 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 116931543 | APPETITE, DELICIOUS, FOOD, VITALITY, RAW, OMEGA | |
| 3165 | PATCH Body Strap Tape - ON SALE! | -2040807 | ORGANIC | 114809436 | BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE, INSECT BITES, PERSONAL CARE, SKIN INFECTION | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | -116850243 | ACNE | 0 | ANTI-AGEING, BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS, NAPPY RASH |