Fold 1 - Understanding why coefficient -1487321 was selected
Tag: EMOTIONAL BALANCE
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1487321 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 0 | 2.000198 | 0 | 0 (0) | No | |
| 1386275 | 2.000198 | 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 1104). 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 |
|---|---|---|---|---|---|---|---|
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 1386275 | APHRODISIAC, AROMATHERAPY | 2873596 | none | ||
| 3216 | Absolute Essential Melissa True Pure Essential Oil or 3% (Organic) | 0 | ANTI-VIRAL | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -1487321 | ORGANIC, AROMATHERAPY | 0 | none | ||
| 3079 | Absolute Essential Base Chakra Oil (Organic) | -1487321 | ORGANIC, AROMATHERAPY | 0 | none |