Fold 1 - Understanding why coefficient -4496787 was selected
Tag: ANALOG
Selected Coefficient: -4496787
Taxonomy Path: -2.3.40.12
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -4496787 | 5.014085 | -2.3.40.12 | -12.40.3.2 (-(12*71^3 + 40*71^2 + 3*71 + 2)) | Yes | |
| -7369802 | 5.028169 | -2.69.41.20 | -20.41.69.2 (-(20*71^3 + 41*71^2 + 69*71 + 2)) | No | |
| -4440909 | 6.000000 | -1.68.28.12 | -12.28.68.1 (-(12*71^3 + 28*71^2 + 68*71 + 1)) | No | |
| -10298695 | 6.014085 | -3.70.54.28 | -28.54.70.3 (-(28*71^3 + 54*71^2 + 70*71 + 3)) | No | |
| -7425680 | 6.014085 | -3.4.53.20 | -20.53.4.3 (-(20*71^3 + 53*71^2 + 4*71 + 3)) | No | |
| -11761012 | 7.000000 | -4.5.61.32 | -32.61.5.4 (-(32*71^3 + 61*71^2 + 5*71 + 4)) | No |
These are the training products that have the "ANALOG" tag (processing sequence 123). 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 |
|---|---|---|---|---|---|---|---|
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | -4440909 | ROUND, CASUAL | 55878 | Apparel & Accessories > Jewelry > Watches | WOMEN | |
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -4440909 | ROUND, CASUAL | 55878 | Apparel & Accessories > Jewelry > Watches | WOMEN | |
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | -4496787 | SILVER, ROUND, CASUAL | 0 | WOMEN, MULTICOLOR, NEW-ARRIVALS | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | -4496787 | SILVER, ROUND, CASUAL | 0 | WOMEN, MULTICOLOR | ||
| 5721 | Skechers SR1037 Men's Quartz Casual Digital Watch | -7369802 | ROUND, MEN, CASUAL | -2873015 | MULTICOLOR, PRE-ORDER | ||
| 5679 | Casio Men's Edifice Silver Quartz Watch with Stainless-Steel Strap Model EFV-580D-7AVUDF | -7425680 | SILVER, ROUND, MEN, CASUAL | -2928893 | none | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -10298695 | WHITE, ROUND, MEN, CASUAL | -5801908 | BROWN, MULTICOLOR, PRE-ORDER | ||
| 5610 | Invicta Men's 26972 Pro Diver Quartz Watch with Stainless Steel Strap | -11761012 | GOLD, BLUE, ROUND, MEN, CASUAL | -7264225 | PRE-ORDER |