Fold 3 - Understanding why coefficient 241282 was selected
Tag: HIKING
Selected Coefficient: 241282
Taxonomy Path: 1.2.35
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 241282 | 3.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | Yes | |
| -3554808 | 3.000002 | -1.1.18.6 | -6.18.1.1 (-(6*83^3 + 18*83^2 + 83 + 1)) | No | |
| -1267660 | 3.000002 | -1.1.18.2 | -2.18.1.1 (-(2*83^3 + 18*83^2 + 83 + 1)) | No | |
| 8019151 | 4.000000 | 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 5659). 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 | 7777869 | none | |
| 25547 | Mountain Gradient - Removable Patch | 241282 | none | 0 | none | ||
| 25554 | Queen Of The Mountains - Removable Patch | 241282 | none | 0 | none | ||
| 1479 | Black Gumball Star Bra | -1267660 | SPORTS BRA, ATHLETIC | -1508942 | GAZZY BY GAZZO, COZY | ||
| 1478 | Black Gumball Board Shorts | -3554808 | ATHLETIC, SWIM | -3796090 | PANTS, GAZZY BY GAZZO, WORKOUT, BOTTOMS |