Fold 1 - Understanding why coefficient 20125820923 was selected
Tag: VITAMIN D
Selected Coefficient: 20125820923
Taxonomy Path: 13.1.9.6.9.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20125820923 | 0.000145 | 13.1.9.6.9.5 | 5.9.6.9.1.13 (5*83^5 + 9*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 4112829 | 0.000435 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "VITAMIN D" tag (processing sequence 3126). 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 |
|---|---|---|---|---|---|---|---|
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | 20125820923 | none | 0 | IMMUNE, ANTI-VIRAL, RECOVERY, CARDIOVASCULAR | ||
| 16740 | NAT B VIT D3 TB 1000IU 100 by Nature's Blend | 20125820923 | none | 0 | none | ||
| 33049 | D3 Liquid Drops - 2 FL OZ | 20125820923 | none | 0 | none | ||
| 33082 | Colloidal Silver Drops - 2 FL OZ | 4112829 | none | -20121708094 | none |