Fold 3 - Understanding why coefficient 5 was selected
Tag: NO-AUTOIMMUNE-SOLUTION
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 5 | 1.000000 | 5 | 5 (5) | Yes | |
| 193326103 | 2.000000 | 13.1.9.6.4 | 4.6.9.1.13 (4*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | No |
These are the training products that have the "NO-AUTOIMMUNE-SOLUTION" tag (processing sequence 3597). 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 |
|---|---|---|---|---|---|---|---|
| 20797 | Leaky Gut Breakthrough® Program - Digital Resources | 193326103 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | none | 193326098 | EXCLUDE_REBUY, ALGOLIA-IGNORE | |
| 19267 | Clean Performance Gift Set | 5 | none | 0 | none | ||
| 19379 | Fresh Start Gift Set | 5 | none | 0 | none |