Fold 2 - Understanding why coefficient -4360537 was selected
Tag: ANALOG
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
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? |
|---|---|---|---|---|---|
| -4360537 | 2.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -4360552 | 5.000000 | -16.1.13.12 | -12.13.1.16 (-(12*71^3 + 13*71^2 + 71 + 16)) | No |
These are the training products that have the "ANALOG" tag (processing sequence 71). 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 |
|---|---|---|---|---|---|---|---|
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | -4360537 | ROUND, CASUAL | 0 | WOMEN | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -4360537 | ROUND, CASUAL | 0 | BROWN, MEN, PRE-ORDER | ||
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | -4360537 | ROUND, CASUAL | 0 | WOMEN | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | -4360537 | ROUND, CASUAL | 0 | MEN, PRE-ORDER | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -4360537 | ROUND, CASUAL | 0 | WOMEN | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -4360552 | GOLD, ROUND, CASUAL | -15 | MEN, PRE-ORDER | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -4360552 | GOLD, ROUND, CASUAL | -15 | WOMEN |