Fold 3 - Understanding why coefficient -159425151 was selected
Tag: CALENDULA
Selected Coefficient: -159425151
Taxonomy Path: -79.81.67.29.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -159425151 | 2.000000 | -79.81.67.29.3 | -3.29.67.81.79 (-(3*83^4 + 29*83^3 + 67*83^2 + 81*83 + 79)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 8974782792 | 2.000000 | 13.3.2.9.23.2 | 2.23.9.2.3.13 (2*83^5 + 23*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "CALENDULA" tag (processing sequence 6214). 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 |
|---|---|---|---|---|---|---|---|
| 19845 | Golden Flower Salve | 8974782792 | none | 9134207943 | KIDS PAGE, SALVES | ||
| 19725 | Sinus Clear Formula GLYCERITE | 0 | CONGESTION, KIDS GLYCERITES, ALLERGY | 159425151 | KIDS PAGE | ||
| 27063 | 6 x Goats Milk Soap Sensitive Skin Variety Pack | -159425151 | HONEY | 0 | none |