Fold 0 - Understanding why coefficient 823001079 was selected
Tag: MOISTURIZERS
Selected Coefficient: 823001079
Taxonomy Path: 14.5.19.10.21
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 823001079 | 3.000000 | 14.5.19.10.21 | 21.10.19.5.14 (21*79^4 + 10*79^3 + 19*79^2 + 5*79 + 14) | Yes | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 84740298 | 3.000160 | 0.0.69.13.2 | 2.13.69.0.0 (2*79^4 + 13*79^3 + 69*79^2) | No | |
| 82699241 | 4.000000 | 66.75.57.9.2 | 2.9.57.75.66 (2*79^4 + 9*79^3 + 57*79^2 + 75*79 + 66) | No |
These are the training products that have the "MOISTURIZERS" tag (processing sequence 2086). 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 |
|---|---|---|---|---|---|---|---|
| 2110 | Hyaluronic High Potency Serum | 823001079 | BEST SELLER | 0 | none | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 823001079 | BEST SELLER | 0 | none | ||
| 2078 | Mango Butter with Argan Oil | 84740298 | ARGAN OIL | -738260781 | none | ||
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | 82699241 | ORGANIC, ARGAN OIL | -740301838 | none | ||
| 2112 | Miracle Moisturizing Facial Serum Gift Set | 0 | ARGAN OIL | -823001079 | none |