Fold 0 - Understanding why coefficient 4092150 was selected
Tag: BUTTON UP
Selected Coefficient: 4092150
Taxonomy Path: 1.1.13.7
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 4092150 | 0.000145 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 3499696 | 0.000871 | 1.1.10.6 | 6.10.1.1 (6*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "BUTTON UP" tag (processing sequence 2446). 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 |
|---|---|---|---|---|---|---|---|
| 20417 | WONTON DESIGN 4 Year Celebration Limited Edition shirt (Pima cotton) | 4092150 | none | 0 | DOGS | ||
| 8045 | Mens Motorcycle Biker Shirt Fluorescent Yellow Cut Off Size Small | 4092150 | none | 0 | SLEEVELESS SHIRT, VEST, BIKER DENIM | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | 4092150 | none | 0 | SLEEVELESS SHIRT, BIKER DENIM | ||
| 31742 | AERO Bandana Print Short Sleeve Resort Shirt | 4092150 | none | 0 | BUTTON DOWN, RESORT | ||
| 20431 | WONTON Extra Fries shirt in baby blue | 4092150 | none | 0 | BULLDOG CLOTHES | ||
| 23837 | GRIZ 'OUROBOROS' BUTTON UP (XS & S ONLY) | 4092150 | none | 0 | none | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | 3499696 | none | -592454 | SLEEVELESS SHIRT, BIKER DENIM |