Fold 2 - Understanding why coefficient -443733 was selected
Tag: STICKERS
Selected Coefficient: -443733
Taxonomy Path: -54.1.17.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -443733 | 0.014085 | -54.1.17.1 | -1.17.1.54 (-(357911 + 17*71^2 + 71 + 54)) | Yes | |
| -423285 | 0.028169 | -54.68.12.1 | -1.12.68.54 (-(357911 + 12*71^2 + 68*71 + 54)) | No |
These are the training products that have the "STICKERS" tag (processing sequence 1278). 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 |
|---|---|---|---|---|---|---|---|
| 5348 | West Vigo HS Vikings Surf Shop - Sticker (Indoor/Outdoor) | -423285 | ACCESSORIES | 20448 | none | ||
| 5392 | Wiley HS Red Streaks - center court design - Sticker (Indoor/Outdoor) | -443733 | ACCESSORIES | 0 | none | ||
| 5411 | Wiley HS Red Streaks - Wiley W - Sticker (Indoor/Outdoor) | -443733 | ACCESSORIES | 0 | none |