Fold 2 - Understanding why coefficient -1487321 was selected
Tag: WOUND CARE
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -1487321 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 322548468 | 2.000000 | 12.1.14.49.12 | 12.49.14.1.12 (12*71^4 + 49*71^3 + 14*71^2 + 71 + 12) | No |
These are the training products that have the "WOUND CARE" tag (processing sequence 2421). 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 |
|---|---|---|---|---|---|---|---|
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 322548468 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, BEACH, HOUSEHOLD INGREDIENTS | 324035789 | none | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 0 | ORGANIC, DEODORANT, ANTISEPTIC, AROMATHERAPY, BALANCE, DIGESTION | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -1487321 | FACIAL, ACNE, BEAUTY, STRETCH MARKS | 0 | none |