Fold 4 - Understanding why coefficient -5467116 was selected
Tag: ARTS-AND-CRAFTS
Selected Coefficient: -5467116
Taxonomy Path: -0.0.7.11
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? |
|---|---|---|---|---|---|
| -5467116 | 1.000000 | -0.0.7.11 | -11.7.0.0 (-(11*79^3 + 7*79^2)) | Yes | |
| -5460960 | 1.000000 | -6.1.6.11 | -11.6.1.6 (-(11*79^3 + 6*79^2 + 79 + 6)) | No |
These are the training products that have the "ARTS-AND-CRAFTS" tag (processing sequence 493). 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 |
|---|---|---|---|---|---|---|---|
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | -5460960 | 10-25 | 6156 | META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS | ||
| 7998 | Klutz Friendship Wish Bracelets | -5467116 | 10-25 | 0 | META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS |