Fold 1 - Understanding why coefficient -953740716 was selected
Tag: CELLULITE
Selected Coefficient: -953740716
Taxonomy Path: -0.0.0.8.20
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? |
|---|---|---|---|---|---|
| -953740716 | 1.000145 | -0.0.0.8.20 | -20.8.0.0.0 (-(20*83^4 + 8*83^3)) | Yes | |
| 1852445211 | 1.000145 | 0.0.62.2.39 | 39.2.62.0.0 (39*83^4 + 2*83^3 + 62*83^2) | No | |
| 1000090170 | 2.000000 | 13.3.5.6.21 | 21.6.5.3.13 (21*83^4 + 6*83^3 + 5*83^2 + 3*83 + 13) | No |
These are the training products that have the "CELLULITE" tag (processing sequence 6195). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 1852445211 | REVITALISING, SCARS | 2806185927 | FACE | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 1000090170 | SERUM, SCARS, CARRIER OIL | 1953830886 | CRADLE CAP, INFANTS, HAIR CARE | ||
| 30677 | Stone Crop Contouring Body Cream | -953740716 | MOISTURIZER | 0 | none |