Fold 0 - Understanding why coefficient -1487321 was selected
Tag: ENZYME
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -1487321 | 0.000198 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| -226 | 0.000198 | -13.3 | -3.13 (-(3*71 + 13)) | No |
These are the training products that have the "ENZYME" tag (processing sequence 707). 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 |
|---|---|---|---|---|---|---|---|
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -226 | SCRUB, ACNE | 1487095 | EXFOLIATION | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -1487321 | ORGANIC, ADAPTOGENIC | 0 | none |