Fold 1 - Understanding why coefficient -4092150 was selected
Tag: BIKER DENIM
Selected Coefficient: -4092150
Taxonomy Path: -1.1.13.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4092150 | 1.000145 | -1.1.13.7 | -7.13.1.1 (-(7*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -4684604 | 1.000290 | -1.1.16.8 | -8.16.1.1 (-(8*83^3 + 16*83^2 + 83 + 1)) | No | |
| 94916642 | 3.000000 | 0.0.0.0.2 | 2.0.0.0.0 (2*83^4) | No |
These are the training products that have the "BIKER DENIM" tag (processing sequence 4727). 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 |
|---|---|---|---|---|---|---|---|
| 28588 | Mens Motorcycle Biker Shirt Chocolate Cut Off Sleeveless Cotton Denim Size M | 94916642 | SLEEVELESS SHIRT | 99008792 | BIKER VEST | ||
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | -4092150 | BUTTON UP, SLEEVELESS SHIRT | 0 | 5XL, BIKER VEST | ||
| 8129 | Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only | -4092150 | BUTTON UP, SLEEVELESS SHIRT | 0 | 5XL, BIKER VEST | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -4684604 | BUTTON UP, SLEEVELESS SHIRT | -592454 | BIKER VEST |