Fold 2 - Understanding why coefficient 7819970 was selected
Tag: SCARS
Selected Coefficient: 7819970
Taxonomy Path: 76.78.67.15
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? |
|---|---|---|---|---|---|
| 7819970 | 1.000000 | 76.78.67.15 | 15.67.78.76 (15*79^3 + 67*79^2 + 78*79 + 76) | Yes | |
| 268949154 | 1.000000 | 53.72.38.71.6 | 6.71.38.72.53 (6*79^4 + 71*79^3 + 38*79^2 + 72*79 + 53) | No |
These are the training products that have the "SCARS" tag (processing sequence 2547). 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 | 268949154 | ORGANIC, FACIAL, ACNE, ECZEMA | 261129184 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 7819970 | ACNE, ANTI-INFLAMMATORY, CRADLE CAP, ECZEMA, HAIR CARE | 0 | SERUM |