Fold 1 - Understanding why coefficient -647 was selected
Tag: GENTLE
Selected Coefficient: -647
Taxonomy Path: -15.8
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? |
|---|---|---|---|---|---|
| -647 | 4.000000 | -15.8 | -8.15 (-(8*79 + 15)) | Yes | |
| -93 | 4.000000 | -14.1 | -1.14 (-(79 + 14)) | No | |
| 380701 | 4.000000 | 0.0.61 | 61.0.0 (61*79^2) | No | |
| 2041057 | 4.000000 | 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 |
| 5832670003 | 4.000000 | 68.77.2.59.70.1 | 1.70.59.2.77.68 (3077056399 + 70*79^4 + 59*79^3 + 2*79^2 + 77*79 + 68) | No |
These are the training products that have the "GENTLE" tag (processing sequence 1489). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 5832670003 | ORGANIC, ROSE, BABIES, BODY OIL, CRADLE CAP | 5832670650 | NAPPY RASH, NEWBORNS, NOURISHING, SKIN INFECTION | ||
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, BODY OIL | 2041704 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 380701 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA | 381348 | HORMONE BALANCE, MOTHERS, NAPPY RASH | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -93 | ORGANIC, BATHROOM | 554 | MOTHERS, NEWBORNS | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -647 | ORGANIC, BABIES, BODY OIL, GAS | 0 | none |