Fold 2 - Understanding why coefficient -368535 was selected
Tag: ROSE GOLD BUCKLE
Selected Coefficient: -368535
Taxonomy Path: -0.4.59
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -368535 | 1.025316 | -0.4.59 | -59.4.0 (-(59*79^2 + 4*79)) | Yes | |
| 0 | 1.025316 | 0 | 0 (0) | No | |
| -555924 | 4.000000 | -1.6.10.1 | -1.10.6.1 (-(493039 + 10*79^2 + 6*79 + 1)) | No |
These are the training products that have the "ROSE GOLD BUCKLE" tag (processing sequence 2716). 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 |
|---|---|---|---|---|---|---|---|
| 12097 | Orange Silicone Strap - Silver Buckle | 0 | INTERCHANGEABLE WATCH BAND | 368535 | none | ||
| 12117 | Sand Silicone Strap - Matte Black Buckle | 0 | INTERCHANGEABLE WATCH BAND | 368535 | none | ||
| 12098 | Orange Silicone Strap - Rose Gold Buckle | -368535 | INTERCHANGEABLE WATCH BAND | 0 | none | ||
| 12118 | Sand Silicone Strap - Rose Gold Buckle | -368535 | INTERCHANGEABLE WATCH BAND | 0 | none | ||
| 12127 | Terra Strap - Rose Gold Buckle | -555924 | CAMEL WATCH STRAP, INTERCHANGEABLE WATCH BAND | -187389 | none |