Fold 4 - Understanding why coefficient -571787 was selected
Tag: WITCH
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -571787 | 1.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| 20767 | 3.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | No |
These are the training products that have the "WITCH" tag (processing sequence 4934). 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 |
|---|---|---|---|---|---|---|---|
| 8081 | W.I.T.C.H.: Your Guide to Becoming a Woman in Total Conscious Healing | 20767 | none | 592554 | none | ||
| 13403 | Kids' Light-Up Fairytale Witch Costume | 1 ct | 0 | HALL50OFF | 571787 | none | ||
| 12864 | Adult Black Sheer Witch Dress | 1 ct | -571787 | HALL50OFF | 0 | none | ||
| 13404 | Kids' Lil Witch Costume | 1 ct | -571787 | HALL50OFF | 0 | none |