Fold 3 - Understanding why coefficient 4401277 was selected
Tag: ALLOY
Selected Coefficient: 4401277
Taxonomy Path: 58.6.21.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4401277 | 2.000000 | 58.6.21.12 | 12.21.6.58 (12*71^3 + 21*71^2 + 6*71 + 58) | Yes | |
| 7330185 | 2.000000 | 3.8.34.20 | 20.34.8.3 (20*71^3 + 34*71^2 + 8*71 + 3) | No | |
| 7370925 | 2.000000 | 60.13.42.20 | 20.42.13.60 (20*71^3 + 42*71^2 + 13*71 + 60) | No |
These are the training products that have the "ALLOY" tag (processing sequence 199). 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 |
|---|---|---|---|---|---|---|---|
| 5691 | U.S. Polo Assn. USC40176 For Women Analog Dress Watch | 7370925 | SILVER, ROUND, CASUAL, ANALOG | 2969648 | WOMEN, MULTICOLOR, NEW-ARRIVALS | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | 7330185 | ROUND, CASUAL, ANALOG | 2928908 | WOMEN | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | 4401277 | GOLD, SILVER, WHITE, ROUND, CASUAL, ANALOG | 0 | WOMEN, MULTICOLOR |