Fold 2 - Understanding why coefficient -20667 was selected
Tag: 42
Selected Coefficient: -20667
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -20667 | 0.000290 | -0.0.3 | -3.0.0 (-(3*83^2)) | Yes | |
| -13778 | 0.000290 | -0.0.2 | -2.0.0 (-(2*83^2)) | No | |
| 27556 | 0.000290 | 0.0.4 | 4.0.0 (4*83^2) | No |
These are the training products that have the "42" tag (processing sequence 6148). 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 |
|---|---|---|---|---|---|---|---|
| 31201 | ANJA DERBIES, RUST CALFSKIN | 27556 | WEDGES | 48223 | none | ||
| 29105 | Sunny Slipper - Charcoal | -13778 | SIZE-EURO-36-US-5 | 6889 | FINAL-SALE | ||
| 31202 | GOTTY ANKLE BOOTS, WHITE CALFSKIN | -20667 | WEDGES | 0 | none |