Fold 1 - Understanding why coefficient -30115160 was selected
Tag: HORMONE BALANCE
Selected Coefficient: -30115160
Taxonomy Path: -13.3.10.13.1
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? |
|---|---|---|---|---|---|
| -30115160 | 2.000000 | -13.3.10.13.1 | -1.13.10.3.13 (-(25411681 + 13*71^3 + 10*71^2 + 3*71 + 13)) | Yes | |
| 1174625 | 2.000000 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | No |
| 127764003 | 2.000000 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | No |
These are the training products that have the "HORMONE BALANCE" tag (processing sequence 1427). 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 |
|---|---|---|---|---|---|---|---|
| 3110 | Green Trading Organic Shatavari Powder | 127764003 | ORGANIC | 157879163 | REPRODUCTIVE HEALTH | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | ACNE, ALL AGES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA | 31289785 | INFANTS, NAPPY RASH | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -30115160 | KETOGENIC, ALLERGIES, HAIR CARE | 0 | RECOVERY, RESPIRATORY, WELLNESS |