Fold 1 - Understanding why coefficient 1335718202 was selected
Tag: MOISTURIZERS
Selected Coefficient: 1335718202
Taxonomy Path: 27.8.12.23.34
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1335718202 | 2.000000 | 27.8.12.23.34 | 34.23.12.8.27 (34*79^4 + 23*79^3 + 12*79^2 + 8*79 + 27) | Yes | |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 595416364 | 2.000160 | 0.0.51.22.15 | 15.22.51.0.0 (15*79^4 + 22*79^3 + 51*79^2) | No |
These are the training products that have the "MOISTURIZERS" tag (processing sequence 2089). 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 | 1335718202 | ANTI-AGEING, BEST SELLER | 0 | none | ||
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 1335718202 | ANTI-AGEING, BEST SELLER | 0 | none | ||
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | 595416364 | ORGANIC, ARGAN OIL, ANTI-AGEING | -740301838 | none | ||
| 2112 | Miracle Moisturizing Facial Serum Gift Set | 0 | ARGAN OIL | -1335718202 | none |