Fold 3 - Understanding why coefficient -493039 was selected
Tag: WITCH
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -493039 | 1.000004 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 18819 | 4.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "WITCH" tag (processing sequence 3200). 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 | 18819 | Media > Books > Print Books | none | 511858 | none | |
| 13004 | Kids' Midnight Witch Glow-in-the-Dark Costume | 1 ct | 0 | COSTUME | 493039 | none | ||
| 13403 | Kids' Light-Up Fairytale Witch Costume | 1 ct | 0 | COSTUME | 493039 | none | ||
| 12864 | Adult Black Sheer Witch Dress | 1 ct | -493039 | COSTUME | 0 | none | ||
| 13032 | Kids Enchanted Witch Costume XL 14-16 | 1 ct | -493039 | COSTUME | 0 | none |