Fold 1 - Understanding why coefficient 1143574 was selected
Tag: CHARLES RIVER
Selected Coefficient: 1143574
Taxonomy Path: 0.0.0.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1143574 | 1.000147 | 0.0.0.2 | 2.0.0.0 (2*83^3) | Yes | |
| 0 | 1.000150 | 0 | 0 (0) | No | |
| -5738537 | 1.000581 | -0.0.3.10 | -10.3.0.0 (-(10*83^3 + 3*83^2)) | No | |
| 2383678 | 5.000000 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No |
These are the training products that have the "CHARLES RIVER" tag (processing sequence 4561). 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 |
|---|---|---|---|---|---|---|---|
| 31793 | Monogrammed Waffle Knit Lounge Shorts | 2383678 | none | 1240104 | SHORTS | ||
| 31760 | Monogrammed Corded Crewneck Sweatshirt | 1143574 | PULLOVER | 0 | none | ||
| 31761 | Monogrammed Women's V-neck Sweatshirt | 1143574 | PULLOVER | 0 | V-NECK | ||
| 31791 | Monogrammed Waffle Knit Crewneck Sweatshirt | 1143574 | PULLOVER | 0 | none | ||
| 31794 | Monogrammed Waffle Knit Quarter Zip Pullover | 0 | PULLOVER | -1143574 | QUARTER ZIP | ||
| 31763 | Monogrammed Snap Shacket | -5738537 | PULLOVER | -6882111 | none |