Fold 4 - Understanding why coefficient 55783706 was selected
Tag: DRYNESS
Selected Coefficient: 55783706
Taxonomy Path: 0.0.61.13.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 55783706 | 1.000397 | 0.0.61.13.2 | 2.13.61.0.0 (2*71^4 + 13*71^3 + 61*71^2) | Yes | |
| 203293448 | 1.000397 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No | |
| 4580464322 | 1.000397 | 0.0.55.17.38.2 | 2.38.17.55.0.0 (2*71^5 + 38*71^4 + 17*71^3 + 55*71^2) | No | |
| -279286975 | 3.000000 | -26.6.23.70.10 | -10.70.23.6.26 (-(10*71^4 + 70*71^3 + 23*71^2 + 6*71 + 26)) | No |
These are the training products that have the "DRYNESS" tag (processing sequence 1059). 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 |
|---|---|---|---|---|---|---|---|
| 2083 | Argan Hemp Oil | 4580464322 | ARGAN OIL, ANTI-AGEING, BREAKOUTS/BLEMISHES | 4524680616 | FACE OILS | ||
| 2110 | Hyaluronic High Potency Serum | 203293448 | ANTI-AGEING | 147509742 | none | ||
| 2078 | Mango Butter with Argan Oil | 55783706 | ARGAN OIL | 0 | none | ||
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | -279286975 | ORGANIC, ARGAN OIL, ANTI-AGEING | -335070681 | none |