Fold 4 - Understanding why coefficient 25044 was selected
Tag: PRIMAVARA
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 25044 | 1.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1048568 | 1.000481 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "PRIMAVARA" tag (processing sequence 2357). 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 |
|---|---|---|---|---|---|---|---|
| 10543 | Geaca piele ecologica franjuri | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 1023524 | none | |
| 11583 | Rochie corai cu volan | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11591 | Rochie rosie clini | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11593 | Rochie alba neopren | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11678 | Sacou din lana | 0 | LANA | -25044 | none |