Fold 2 - Understanding why coefficient 804 was selected
Tag: COASTAL
Selected Coefficient: 804
Taxonomy Path: 14.10
Taxonomy Name: Home & Garden > Household Supplies
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 804 | 1.012658 | 14.10 | 10.14 (10*79 + 14) | Home & Garden > Household Supplies | Yes |
| 131312 | 1.012658 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "COASTAL" tag (processing sequence 4092). 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 |
|---|---|---|---|---|---|---|---|
| 10859 | Ceramic Faux Giant Clamshell Clam Decor Sculpture Bowl 24 CM | 131312 | Home & Garden > Decor > Decorative Bowls | none | 130508 | none | |
| 8327 | Frame | 804 | Home & Garden > Household Supplies | none | 0 | none | |
| 18108 | Savannah Button Down Shirt Ivory | 0 | WORKWEAR, BLACKFRI2022 | -804 | NEWSLETTER2019, BLACKFRIDAY |