Fold 2 - Understanding why coefficient 10576234 was selected
Tag: BUTTON UP
Selected Coefficient: 10576234
Taxonomy Path: 3.3.39.29
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? |
|---|---|---|---|---|---|
| 10576234 | 1.000000 | 3.3.39.29 | 29.39.3.3 (29*71^3 + 39*71^2 + 3*71 + 3) | Yes | |
| 16378497 | 1.000000 | 4.4.54.45 | 45.54.4.4 (45*71^3 + 54*71^2 + 4*71 + 4) | No |
These are the training products that have the "BUTTON UP" tag (processing sequence 814). 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 |
|---|---|---|---|---|---|---|---|
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | 16378497 | SLEEVELESS SHIRT, BIKER VEST, 2XL | 5802263 | COTTON | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 10576234 | BLUE, SLEEVELESS SHIRT, BIKER VEST | 0 | none |