Fold 3 - Understanding why coefficient -5928555 was selected
Tag: ANALOG
Selected Coefficient: -5928555
Taxonomy Path: -0.74.1.12
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -5928555 | 2.000000 | -0.74.1.12 | -12.1.74.0 (-(12*79^3 + 6241 + 74*79)) | Yes | |
| -5978958 | 6.000000 | -1.1.10.12 | -12.10.1.1 (-(12*79^3 + 10*79^2 + 79 + 1)) | No |
These are the training products that have the "ANALOG" tag (processing sequence 101). 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 |
|---|---|---|---|---|---|---|---|
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -5928555 | CASUAL | 0 | none | ||
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | -5928555 | CASUAL | 0 | none | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -5928555 | CASUAL | 0 | BROWN | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | -5928555 | CASUAL | 0 | none | ||
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | -5928555 | CASUAL | 0 | none | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | -5928555 | CASUAL | 0 | none | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -5978958 | GOLD, CASUAL | -50403 | none | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -5978958 | GOLD, CASUAL | -50403 | BLUE |