Fold 0 - Understanding why coefficient -226 was selected
Tag: BALANCE
Selected Coefficient: -226
Taxonomy Path: -13.3
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? |
|---|---|---|---|---|---|
| -226 | 2.000000 | -13.3 | -3.13 (-(3*71 + 13)) | Yes | |
| 1487321 | 2.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 332096039 | 2.000000 | 0.0.62.4.13 | 13.4.62.0.0 (13*71^4 + 4*71^3 + 62*71^2) | No |
These are the training products that have the "BALANCE" tag (processing sequence 475). 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 |
|---|---|---|---|---|---|---|---|
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 332096039 | ORGANIC, DEODORANT, ANTISEPTIC | 332096265 | BATH, DIFFUSION, DIGESTION, FIRST AID | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1487547 | DIFFUSION, HOUSEHOLD INGREDIENTS | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -226 | ORGANIC, BABIES | 0 | BATH, DIFFUSION, MATERNITY, GIFT SET |