Fold 4 - Understanding why coefficient -4002509 was selected
Tag: COASTAL
Selected Coefficient: -4002509
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -4002509 | 0.000002 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "COASTAL" tag (processing sequence 4992). 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 |
|---|---|---|---|---|---|---|---|
| 8352 | Stripe Doormat with Heart | 0 | HAMPTON | 4002509 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | -4002509 | SHOP ALL | 0 | BLACKFRI2022, NEWSLETTER2019, ALL TOPS, WORKWEAR |