Fold 0 - Understanding why coefficient 730945 was selected
Tag: BUTTON UP
Selected Coefficient: 730945
Taxonomy Path: 0.0.3.2
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? |
|---|---|---|---|---|---|
| 730945 | 0.014283 | 0.0.3.2 | 2.3.0.0 (2*71^3 + 3*71^2) | Yes | |
| 2172671 | 0.014283 | 0.0.5.6 | 6.5.0.0 (6*71^3 + 5*71^2) | No | |
| 10223219 | 0.028169 | 0.1.40.28 | 28.40.1.0 (28*71^3 + 40*71^2 + 71) | No |
These are the training products that have the "BUTTON UP" tag (processing sequence 805). 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 |
|---|---|---|---|---|---|---|---|
| 8045 | Mens Motorcycle Biker Shirt Fluorescent Yellow Cut Off Size Small | 10223219 | NEON, YELLOW, SLEEVELESS SHIRT, 2XL | 9492274 | VEST | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 2172671 | SLEEVELESS SHIRT, BIKER VEST, 2XL | 1441726 | none | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 730945 | SLEEVELESS SHIRT, BIKER VEST | 0 | none |