Fold 0 - Understanding why coefficient 144932 was selected
Tag: COASTAL
Selected Coefficient: 144932
Taxonomy Path: 14.3.21
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 144932 | 1.012193 | 14.3.21 | 21.3.14 (21*83^2 + 3*83 + 14) | Yes | |
| 179377 | 1.012193 | 14.3.26 | 26.3.14 (26*83^2 + 3*83 + 14) | Home & Garden > Decor > Door Mats | No |
| 844 | 1.024096 | 14.10 | 10.14 (10*83 + 14) | No | |
| 12248637 | 3.000000 | 78.82.34.21 | 21.34.82.78 (21*83^3 + 34*83^2 + 82*83 + 78) | No |
These are the training products that have the "COASTAL" tag (processing sequence 6665). 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 |
|---|---|---|---|---|---|---|---|
| 18108 | Savannah Button Down Shirt Ivory | 12248637 | SHOP ALL, NEWSLETTER2019, SPRINGVIBE, BACK TO SCHOOL, ALL TOPS | 12103705 | none | ||
| 8352 | Stripe Doormat with Heart | 179377 | Home & Garden > Decor > Door Mats | none | 34445 | none | |
| 10859 | Ceramic Faux Giant Clamshell Clam Decor Sculpture Bowl 24 CM | 144932 | none | 0 | ENTERTAINING | ||
| 8327 | Frame | 844 | none | -144088 | none |