Fold 0 - Understanding why coefficient 3813502 was selected
Tag: SHELL
Selected Coefficient: 3813502
Taxonomy Path: 14.3.58.7
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments
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? |
|---|---|---|---|---|---|
| 3813502 | 2.000000 | 14.3.58.7 | 7.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 5498401 | 3.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "SHELL" tag (processing sequence 3231). 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 |
|---|---|---|---|---|---|---|---|
| 992 | Kennedy | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 1684899 | none | |
| 19002 | Frey Beaded Christmas Tree | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 19195 | Frey Shell Christmas Tree | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 0 | none | |
| 8995 | WOMEN'S FULLY REFLECTIVE LIGHTWEIGHT RUNNING JACKET | 0 | CYCLING | -3813502 | RUNNING |