Fold 2 - Understanding why coefficient 6915367 was selected
Tag: OUTDOORS
Selected Coefficient: 6915367
Taxonomy Path: 23.4.2.14
Taxonomy Name: Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags
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? |
|---|---|---|---|---|---|
| 6915367 | 1.000000 | 23.4.2.14 | 14.2.4.23 (14*79^3 + 2*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | Yes |
| 540402665 | 1.000000 | 5.9.5.69.13 | 13.69.5.9.5 (13*79^4 + 69*79^3 + 5*79^2 + 9*79 + 5) | No |
These are the training products that have the "OUTDOORS" tag (processing sequence 2235). 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 |
|---|---|---|---|---|---|---|---|
| 7179 | 1.5" Lumberjack Set | 540402665 | BASE_ROYAL ICING, COLOR_ASSORTED, NATURE | 533487298 | SIZE_1.5" | ||
| 6559 | Abco Tech Sleeping Bag Envelope Lightweight Portable 3 Season Compression Sack | 6915367 | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | none | 0 | none |