Fold 4 - Understanding why coefficient 168758 was selected
Tag: FAIR TRADE
Selected Coefficient: 168758
Taxonomy Path: 14.3.27
Taxonomy Name: Home & Garden > Decor > Dreamcatchers
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? |
|---|---|---|---|---|---|
| 168758 | 1.000000 | 14.3.27 | 27.3.14 (27*79^2 + 3*79 + 14) | Home & Garden > Decor > Dreamcatchers | Yes |
| 505031649681 | 1.000000 | 13.3.74.9.10.6.2 | 2.6.10.9.74.3.13 (2*79^6 + 6*79^5 + 10*79^4 + 9*79^3 + 74*79^2 + 3*79 + 13) | No |
These are the training products that have the "FAIR TRADE" tag (processing sequence 3179). 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 |
|---|---|---|---|---|---|---|---|
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 505031649681 | BABIES, CRUELTY FREE, CHILDREN'S | 505031480923 | GAS, SLEEP | ||
| 8141 | Fair Trade Hand Crafted Large Sun Dream Catcher | 168758 | Home & Garden > Decor > Dreamcatchers | none | 0 | none |