Fold 3 - Understanding why coefficient -735495359 was selected
Tag: SCARS
Selected Coefficient: -735495359
Taxonomy Path: -66.75.59.69.18
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -735495359 | 1.000000 | -66.75.59.69.18 | -18.69.59.75.66 (-(18*79^4 + 69*79^3 + 59*79^2 + 75*79 + 66)) | Yes | |
| 16324484002 | 1.000000 | 0.2.73.8.24.5 | 5.24.8.73.2.0 (5*79^5 + 24*79^4 + 8*79^3 + 73*79^2 + 2*79) | No |
These are the training products that have the "SCARS" tag (processing sequence 3382). 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 | 16324484002 | REVITALISING, COLLAGEN | 17059979361 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -735495359 | BIRTH CARE, SERUM | 0 | HAIR CARE |