Fold 1 - Understanding why coefficient -2287148 was selected
Tag: 50-75
Selected Coefficient: -2287148
Taxonomy Path: -0.0.0.4
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? |
|---|---|---|---|---|---|
| -2287148 | 1.000000 | -0.0.0.4 | -4.0.0.0 (-(4*83^3)) | Yes | |
| -62440 | 1.000000 | -24.5.9 | -9.5.24 (-(9*83^2 + 5*83 + 24)) | No |
These are the training products that have the "50-75" tag (processing sequence 4957). 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 |
|---|---|---|---|---|---|---|---|
| 7790 | Jellycat Sacha Snow Tiger | -62440 | JELLYCAT, TOYS-FOR-12-24-MONTH-OLDS | 2224708 | OVER-25 | ||
| 27093 | Essential Garment Dye Knit T-shirt - Army Green | Regular Fit | -2287148 | KNITWEAR | 0 | none |