Fold 0 - Understanding why coefficient -754806482 was selected
Tag: HIKING
Selected Coefficient: -754806482
Taxonomy Path: -0.76.6.75.15
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -754806482 | 2.000000 | -0.76.6.75.15 | -15.75.6.76.0 (-(15*83^4 + 75*83^3 + 6*83^2 + 76*83)) | Yes | |
| 241282 | 2.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 8019151 | 2.000000 | 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 6206). 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 | 762825633 | none | |
| 25554 | Queen Of The Mountains - Removable Patch | 241282 | none | 755047764 | none | ||
| 1479 | Black Gumball Star Bra | -754806482 | SPORTS BRA, ATHLETIC, LYCRA, COZY, GAZZY BY GAZZO | 0 | none |