Fold 0 - Understanding why coefficient 82824311 was selected
Tag: SCARS
Selected Coefficient: 82824311
Taxonomy Path: 0.0.78.9.2
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? |
|---|---|---|---|---|---|
| 82824311 | 1.000000 | 0.0.78.9.2 | 2.9.78.0.0 (2*79^4 + 9*79^3 + 78*79^2) | Yes | |
| 788007975 | 1.000000 | 39.7.21.18.20 | 20.18.21.7.39 (20*79^4 + 18*79^3 + 21*79^2 + 7*79 + 39) | No |
These are the training products that have the "SCARS" tag (processing sequence 3332). 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 | 788007975 | REVITALISING, COLLAGEN | 705183664 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 82824311 | SERUM, CARRIER OIL | 0 | HAIR CARE, ANTI-INFLAMMATORY |