Fold 1 - Understanding why coefficient -6345836068 was selected
Tag: CARRIER OIL
Selected Coefficient: -6345836068
Taxonomy Path: -66.75.67.72.4.2
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? |
|---|---|---|---|---|---|
| -6345836068 | 0.000002 | -66.75.67.72.4.2 | -2.4.72.67.75.66 (-(2*79^5 + 4*79^4 + 72*79^3 + 67*79^2 + 75*79 + 66)) | Yes | |
| 2041057 | 0.000002 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "CARRIER OIL" tag (processing sequence 928). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL | 6347877125 | CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH, SCARS | |
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -6345836068 | ACNE, ANTI-AGEING, BEAUTY, BODY OIL | 0 | none |