Fold 1 - Understanding why coefficient -111045 was selected
Tag: ORANGE TREE
Selected Coefficient: -111045
Taxonomy Path: -1.2.22
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? |
|---|---|---|---|---|---|
| -111045 | 1.000000 | -1.2.22 | -22.2.1 (-(22*71^2 + 2*71 + 1)) | Yes | |
| 51216560 | 1.000000 | 0.0.7.1.2 | 2.1.7.0.0 (2*71^4 + 357911 + 7*71^2) | No |
These are the training products that have the "ORANGE TREE" tag (processing sequence 1813). 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 |
|---|---|---|---|---|---|---|---|
| 2746 | Peter Rabbit Pull Along Toy | 51216560 | 12 MONTHS | 51327605 | none | ||
| 2747 | Peter Rabbit Push Along Toy | -111045 | 12 MONTHS, CHRISTMAS GIFT | 0 | none |