Fold 1 - Understanding why coefficient 4663937 was selected
Tag: MEN'S SHIRTS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4663937 | 0.000002 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 0.000009 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "MEN'S SHIRTS" tag (processing sequence 2575). 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 |
|---|---|---|---|---|---|---|---|
| 32080 | Authentic Apparel Clothing Co. Men's "Rise & Shine" Tank Top | 5235724 | none | 571787 | none | ||
| 32076 | Authentic Apparel Clothing Co. Men's "Rise & Shine" Long Sleeve Tee | 4663937 | none | 0 | none | ||
| 32079 | Authentic Apparel Clothing Co. Men's Signature A Short-Sleeve T-Shirt | 4663937 | none | 0 | none | ||
| 32081 | Authentic Apparel Clothing Co. Men's "Rise & Shine" Short Sleeve T-Shirt | 4663937 | none | 0 | none | ||
| 32082 | Authentic Apparel Clothing Co. Men's "Think, Plan, Execute" Short Sleeve T-shirt | 4663937 | none | 0 | none | ||
| 32083 | Authentic Apparel Clothing Co. Youth Foundation Inc. Men’s "Signature" Short Sleeve T-Shirt | 4663937 | none | 0 | none |