Fold 0 - Understanding why coefficient -1487321 was selected
Tag: EMOTIONAL BALANCE
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 | 1.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 1386275 | 1.000000 | 0.0.62.3 | 3.62.0.0 (3*71^3 + 62*71^2) | No |
These are the training products that have the "EMOTIONAL BALANCE" tag (processing sequence 1096). 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 |
|---|---|---|---|---|---|---|---|
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1386275 | FACIAL, APHRODISIAC, AROMATHERAPY, BODY OIL | 2873596 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -1487321 | ORGANIC, AROMATHERAPY | 0 | none |