Fold 0 - Understanding why coefficient -11435740 was selected
Tag: SEPARATES
Selected Coefficient: -11435740
Taxonomy Path: -0.0.0.20
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? |
|---|---|---|---|---|---|
| -11435740 | 0.000005 | -0.0.0.20 | -20.0.0.0 (-(20*83^3)) | Yes | |
| -10292166 | 0.000005 | -0.0.0.18 | -18.0.0.0 (-(18*83^3)) | No | |
| -4002509 | 0.000005 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | No | |
| 0 | 0.000005 | 0 | 0 (0) | No |
These are the training products that have the "SEPARATES" tag (processing sequence 6724). 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 |
|---|---|---|---|---|---|---|---|
| 29438 | Kathy Jacobs - Sports Illustrated Swimsuit - Top | 0 | SI SWIMSUIT | 11435740 | none | ||
| 29440 | The Rachel - Top | -4002509 | TOPS | 7433231 | none | ||
| 29437 | Kathy Jacobs - Sports Illustrated Swimsuit - Bottom | -10292166 | SI SWIMSUIT | 1143574 | BOTTOMS | ||
| 29445 | Christen Harper - Sports Illustrated Swimsuit - Bottom | -11435740 | SI SWIMSUIT | 0 | BOTTOMS |