Fold 3 - Understanding why coefficient 525534350 was selected
Tag: BREASTFEEDING
Selected Coefficient: 525534350
Taxonomy Path: 13.1.9.6.11
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? |
|---|---|---|---|---|---|
| 525534350 | 1.000000 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| -138042 | 2.000000 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | No |
These are the training products that have the "BREASTFEEDING" tag (processing sequence 3521). 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 |
|---|---|---|---|---|---|---|---|
| 3058 | Coyne Healthcare Purest Omega Oils 1000mg | 525534350 | none | 0 | ADRENAL, REPRODUCTIVE HEALTH | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 525534350 | none | 0 | OILS, PREGNANCY | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -138042 | DIFFUSION, GIFT SET | -525672392 | OILS, PREGNANCY, BABIES |