Fold 1 - Understanding why coefficient -6372409 was selected
Tag: HIKING
Selected Coefficient: -6372409
Taxonomy Path: -1.1.12.11
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -6372409 | 3.000000 | -1.1.12.11 | -11.12.1.1 (-(11*83^3 + 12*83^2 + 83 + 1)) | Yes | |
| 241282 | 3.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 5683425 | 3.000000 | 0.0.78.9 | 9.78.0.0 (9*83^3 + 78*83^2) | No | |
| 8019151 | 3.000000 | 23.4.2.14 | 14.2.4.23 (14*83^3 + 2*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | No |
These are the training products that have the "HIKING" tag (processing sequence 6718). 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 | 8019151 | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | none | 14391560 | none | |
| 1479 | Black Gumball Star Bra | 5683425 | SPORTS BRA, ATHLETIC, COZY | 12055834 | none | ||
| 25547 | Mountain Gradient - Removable Patch | 241282 | none | 6613691 | none | ||
| 1478 | Black Gumball Board Shorts | -6372409 | ATHLETIC, SWIM, WORKOUT, PANTS | 0 | BOTTOMS |