Fold 2 - Understanding why coefficient -118835345 was selected
Tag: 12 MONTHS
Selected Coefficient: -118835345
Taxonomy Path: -69.5.2.4.3
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? |
|---|---|---|---|---|---|
| -118835345 | 1.000000 | -69.5.2.4.3 | -3.4.2.5.69 (-(3*79^4 + 4*79^3 + 2*79^2 + 5*79 + 69)) | Yes | |
| 6660 | 1.000000 | 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 232). 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 |
|---|---|---|---|---|---|---|---|
| 2747 | Peter Rabbit Push Along Toy | 6660 | Toys & Games > Toys > Activity Toys | none | 118842005 | CHRISTMAS GIFT | |
| 2746 | Peter Rabbit Pull Along Toy | -118835345 | GIFT | 0 | none |