Fold 0 - Understanding why coefficient 27640 was selected
Tag: ORGANIC COTTON
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
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? |
|---|---|---|---|---|---|
| 27640 | 1.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 7926800378 | 1.000290 | 1.1.17.2.1.2 | 2.1.2.17.1.1 (2*83^5 + 47458321 + 2*83^3 + 17*83^2 + 83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ORGANIC COTTON" tag (processing sequence 3046). 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 |
|---|---|---|---|---|---|---|---|
| 8137 | ADAM Jogger Men's - GOTS Organic Cotton Clay | 7926800378 | none | 7926772738 | TROUSERS | ||
| 968 | Ibiza SS Polo Dress | 27640 | none | 0 | none | ||
| 1073 | Tulip Wrap | 27640 | none | 0 | none | ||
| 845 | Capri L/S Mini | 0 | FEMININE DRESS | -27640 | none |