Fold 3 - Understanding why coefficient 929986 was selected
Tag: HOUSEHOLD INGREDIENTS
Selected Coefficient: 929986
Taxonomy Path: 77.0.70.1
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? |
|---|---|---|---|---|---|
| 929986 | 1.000000 | 77.0.70.1 | 1.70.0.77 (493039 + 70*79^2 + 77) | Yes | |
| 2877691 | 1.000000 | 37.7.66.5 | 5.66.7.37 (5*79^3 + 66*79^2 + 7*79 + 37) | No |
These are the training products that have the "HOUSEHOLD INGREDIENTS" tag (processing sequence 1709). 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 |
|---|---|---|---|---|---|---|---|
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 2877691 | ORGANIC, ACNE, ALLERGY, BEACH, CAMPING, ECONOMICAL, FIRST AID | 1947705 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 929986 | FACIAL, BATHROOM, ECONOMICAL | 0 | none |