Fold 2 - Understanding why coefficient 896430863 was selected
Tag: GENTLE
Selected Coefficient: 896430863
Taxonomy Path: 70.79.63.73.18
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 896430863 | 3.012048 | 70.79.63.73.18 | 18.73.63.79.70 (18*83^4 + 73*83^3 + 63*83^2 + 79*83 + 70) | Yes | |
| 896968537 | 3.012048 | 70.0.59.74.18 | 18.74.59.0.70 (18*83^4 + 74*83^3 + 59*83^2 + 70) | No | |
| -17898059 | 4.000000 | -22.5.25.31 | -31.25.5.22 (-(31*83^3 + 25*83^2 + 5*83 + 22)) | No | |
| -2362936 | 4.000000 | -9.0.11.4 | -4.11.0.9 (-(4*83^3 + 11*83^2 + 9)) | No | |
| 898794052 | 4.000000 | 0.0.75.77.18 | 18.77.75.0.0 (18*83^4 + 77*83^3 + 75*83^2) | No |
These are the training products that have the "GENTLE" tag (processing sequence 5641). 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 |
|---|---|---|---|---|---|---|---|
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 898794052 | FAIR TRADE, BIRTH CARE | 2363189 | none | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 896968537 | FATIGUE, BIRTH CARE, LIVER | 537674 | BABIES | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 896430863 | DIFFUSION, FAIR TRADE, BIRTH CARE | 0 | NEWBORNS | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -2362936 | FAIR TRADE | -898793799 | SLEEP, BABIES | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -17898059 | FAIR TRADE, NOURISHING | -914328922 | NEWBORNS, SLEEP, BABIES |