Fold 0 - Understanding why coefficient -1017533 was selected
Tag: DIGESTION
Selected Coefficient: -1017533
Taxonomy Path: -13.3.5.2
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? |
|---|---|---|---|---|---|
| -1017533 | 1.000000 | -13.3.5.2 | -2.5.3.13 (-(2*79^3 + 5*79^2 + 3*79 + 13)) | Yes | |
| 195723843 | 1.000000 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No |
These are the training products that have the "DIGESTION" tag (processing sequence 1212). 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 |
|---|---|---|---|---|---|---|---|
| 3110 | Green Trading Organic Shatavari Powder | 195723843 | ORGANIC | 196741376 | FERTILITY, HORMONE BALANCE, IMMUNE, REPRODUCTIVE HEALTH | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -1017533 | ORGANIC, DEODORANT | 0 | none |