Fold 0 - Understanding why coefficient -197683600 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -197683600
Taxonomy Path: -4.78.74.5.5
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? |
|---|---|---|---|---|---|
| -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)) | Yes | |
| -125070 | 1.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 455). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | -125070 | FACIAL, SERUM, ACNE | 197558530 | none | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | -197683600 | KETOGENIC | 0 | none |