Fold 4 - Understanding why coefficient -3972308 was selected
Tag: ARTS-AND-CRAFTS
Selected Coefficient: -3972308
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? |
|---|---|---|---|---|---|
| -3972308 | 1.000000 | -0.0.7.11 | -11.7.0.0 (-(11*71^3 + 7*71^2)) | Yes | |
| -3967344 | 1.000000 | -6.1.6.11 | -11.6.1.6 (-(11*71^3 + 6*71^2 + 71 + 6)) | No |
These are the training products that have the "ARTS-AND-CRAFTS" tag (processing sequence 447). 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 | -3967344 | 10-25 | 4964 | none | ||
| 7998 | Klutz Friendship Wish Bracelets | -3972308 | 10-25 | 0 | none |