Fold 2 - Understanding why coefficient -425935768 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -425935768
Taxonomy Path: -0.0.71.73.10
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -425935768 | 1.000000 | -0.0.71.73.10 | -10.73.71.0.0 (-(10*79^4 + 73*79^3 + 71*79^2)) | Yes | |
| -197683600 | 1.000000 | -4.78.74.5.5 | -5.5.74.78.4 (-(5*79^4 + 5*79^3 + 74*79^2 + 78*79 + 4)) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 446). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | -197683600 | KETOGENIC | 228252168 | OMEGA, SUPERFOOD | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -425935768 | ACNE | 0 | CRADLE CAP, ECZEMA, HAIR CARE, SCARS, SERUM |