Fold 2 - Understanding why coefficient -80833357 was selected
Tag: APPETITE
Selected Coefficient: -80833357
Taxonomy Path: -4.78.74.5.2
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? |
|---|---|---|---|---|---|
| -80833357 | 1.000000 | -4.78.74.5.2 | -2.5.74.78.4 (-(2*79^4 + 5*79^3 + 74*79^2 + 78*79 + 4)) | Yes | |
| 62481 | 1.000000 | 71.0.10 | 10.0.71 (10*79^2 + 71) | No |
These are the training products that have the "APPETITE" tag (processing sequence 457). 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 |
|---|---|---|---|---|---|---|---|
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 62481 | ALKALINE | 80895838 | DAIRY FREE, METABOLIC | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | -80833357 | KETOGENIC, ALL AGES | 0 | GUT HEALTH, OMEGA, RAW |