Fold 3 - Understanding why coefficient -1098496 was selected
Tag: HIKING
Selected Coefficient: -1098496
Taxonomy Path: -1.1.18.2
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? |
|---|---|---|---|---|---|
| -1098496 | 1.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| 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 | No |
These are the training products that have the "HIKING" tag (processing sequence 3206). 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 |
|---|---|---|---|---|---|---|---|
| 6559 | Abco Tech Sleeping Bag Envelope Lightweight Portable 3 Season Compression Sack | 6915367 | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | none | 8013863 | none | |
| 1478 | Black Gumball Board Shorts | -1098496 | 90'S, ATHLETIC | 0 | LIFE, SWIM, BOTTOMS |