Fold 0 - Understanding why coefficient 196185993 was selected
Tag: GENTLE
Selected Coefficient: 196185993
Taxonomy Path: 0.2.72.2.5
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? |
|---|---|---|---|---|---|
| 196185993 | 1.012658 | 0.2.72.2.5 | 5.2.72.2.0 (5*79^4 + 2*79^3 + 72*79^2 + 2*79) | Yes | |
| 354488642 | 1.012658 | 0.77.77.7.9 | 9.7.77.77.0 (9*79^4 + 7*79^3 + 77*79^2 + 77*79) | No | |
| 185282483 | 2.000000 | 70.74.62.59.4 | 4.59.62.74.70 (4*79^4 + 59*79^3 + 62*79^2 + 74*79 + 70) | No |
These are the training products that have the "GENTLE" tag (processing sequence 4072). 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 |
|---|---|---|---|---|---|---|---|
| 3082 | Absolute Essential Calm Birth (Organic) | 354488642 | DIFFUSION, FAIR TRADE, MATERNITY, OILS | 158302649 | none | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 196185993 | ENERGY | 0 | BABIES | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 185282483 | FAIR TRADE, NOURISHING, OILS | -10903510 | BABIES |