Fold 4 - Understanding why coefficient -1541527 was selected
Tag: POLYESTER
Selected Coefficient: -1541527
Taxonomy Path: -0.0.10.3
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? |
|---|---|---|---|---|---|
| -1541527 | 0.000160 | -0.0.10.3 | -3.10.0.0 (-(3*79^3 + 10*79^2)) | Yes | |
| 0 | 0.000160 | 0 | 0 (0) | No |
These are the training products that have the "POLYESTER" tag (processing sequence 3268). 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 |
|---|---|---|---|---|---|---|---|
| 12424 | Face Mask, 95% Cotton / 5% Spandex | 0 | AJM | 1541527 | none | ||
| 18474 | Men's Sport Polo Shirt | -1541527 | SPORTSWEAR | 0 | none |