Fold 1 - Understanding why coefficient -749159 was selected
Tag: OSFA
Selected Coefficient: -749159
Taxonomy Path: -2.3.41.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -749159 | 2.000000 | -2.3.41.1 | -1.41.3.2 (-(493039 + 41*79^2 + 3*79 + 2)) | Yes | |
| 50007 | 2.000000 | 0.1.8 | 8.1.0 (8*79^2 + 79) | No |
These are the training products that have the "OSFA" tag (processing sequence 2240). 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 |
|---|---|---|---|---|---|---|---|
| 12400 | Face Mask, 95% Cotton / 5% Spandex, Adjustable elastic ear loops | 50007 | BLANK | 799166 | none | ||
| 12424 | Face Mask, 95% Cotton / 5% Spandex | 50007 | BLANK | 799166 | none | ||
| 12401 | AJM Acrylic Board Toque, Chunky waffle knit 1A130M | -749159 | BEANIE, BLANK, HAT | 0 | none | ||
| 12412 | AJM AJM Acrylic Board Toque, Chunky Cable Knit 9J037M | -749159 | BEANIE, BLANK, HAT | 0 | none |