Fold 1 - Understanding why coefficient 77937776 was selected
Tag: 12 MONTHS
Selected Coefficient: 77937776
Taxonomy Path: 10.2.6.0.2
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? |
|---|---|---|---|---|---|
| 77937776 | 1.000000 | 10.2.6.0.2 | 2.0.6.2.10 (2*79^4 + 6*79^2 + 2*79 + 10) | Yes | |
| 6660 | 2.000000 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
These are the training products that have the "12 MONTHS" tag (processing sequence 230). 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 | 77937776 | GIFT | 0 | PETER RABBIT | ||
| 2748 | Winnie The Pooh Pull Along Toy | 77937776 | GIFT | 0 | none | ||
| 2747 | Peter Rabbit Push Along Toy | 6660 | Toys & Games > Toys > Activity Toys | none | -77931116 | CHRISTMAS GIFT, PETER RABBIT |