Fold 4 - Understanding why coefficient 735495359 was selected
Tag: SKIN TONING
Selected Coefficient: 735495359
Taxonomy Path: 66.75.59.69.18
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? |
|---|---|---|---|---|---|
| 735495359 | 1.000000 | 66.75.59.69.18 | 18.69.59.75.66 (18*79^4 + 69*79^3 + 59*79^2 + 75*79 + 66) | Yes | |
| 7327433280 | 1.000000 | 0.0.61.9.30.2 | 2.30.9.61.0.0 (2*79^5 + 30*79^4 + 9*79^3 + 61*79^2) | No |
These are the training products that have the "SKIN TONING" tag (processing sequence 2697). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 7327433280 | ORGANIC, FACIAL, BEAUTY | 6591937921 | none | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 735495359 | FACIAL, SERUM, ANTI-AGEING, ANTI-INFLAMMATORY | 0 | none |