Fold 4 - Understanding why coefficient 158814819 was selected
Tag: FP COLLECTION
Selected Coefficient: 158814819
Taxonomy Path: 13.1.9.6.4
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 158814819 | 2.012658 | 13.1.9.6.4 | 4.6.9.1.13 (4*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | Yes |
| 783451703 | 2.012658 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 13056 | 3.000000 | 21.7.2 | 2.7.21 (2*79^2 + 7*79 + 21) | Services > Professional Services > Finance & Insurance | No |
These are the training products that have the "FP COLLECTION" tag (processing sequence 3856). 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 |
|---|---|---|---|---|---|---|---|
| 20748 | Hydrating Ceramide Cream | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 624636884 | VERISHOP | |
| 20797 | Leaky Gut Breakthrough® Program - Digital Resources | 158814819 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | none | 0 | none | |
| 20594 | Gift for Good | 13056 | Services > Professional Services > Finance & Insurance | none | -158801763 | none | |
| 19280 | ZYX - Promo doff TEST | 0 | none | -158814819 | none |