Fold 2 - Understanding why coefficient 844 was selected
Tag: COASTAL
Selected Coefficient: 844
Taxonomy Path: 14.10
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 844 | 1.012048 | 14.10 | 10.14 (10*83 + 14) | Yes | |
| 144932 | 1.012048 | 14.3.21 | 21.3.14 (21*83^2 + 3*83 + 14) | No | |
| -4002509 | 2.000000 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | No |
These are the training products that have the "COASTAL" tag (processing sequence 6191). 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 | 144932 | none | 144088 | none | ||
| 8327 | Frame | 844 | none | 0 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | -4002509 | NEWSLETTER2019 | -4003353 | LONG SLEEVES, BLACKFRI2022 |