Fold 4 - Understanding why coefficient -822401784 was selected
Tag: SCARS
Selected Coefficient: -822401784
Taxonomy Path: -13.3.2.9.21
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? |
|---|---|---|---|---|---|
| -822401784 | 1.000000 | -13.3.2.9.21 | -21.9.2.3.13 (-(21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 981166583 | 1.000000 | 13.3.3.15.25 | 25.15.3.3.13 (25*79^4 + 15*79^3 + 3*79^2 + 3*79 + 13) | No |
These are the training products that have the "SCARS" tag (processing sequence 3385). 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 | 981166583 | COLLAGEN | 1803568367 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -822401784 | CRADLE CAP, SERUM | 0 | INFANTS, HAIR CARE |