Fold 3 - Understanding why coefficient -2913201 was selected
Tag: BOOTS
Selected Coefficient: -2913201
Taxonomy Path: -0.64.9.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2913201 | 1.000000 | -0.64.9.8 | -8.9.64.0 (-(8*71^3 + 9*71^2 + 64*71)) | Yes | |
| 15692 | 3.000000 | 1.8.3 | 3.8.1 (3*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Boots | No |
These are the training products that have the "BOOTS" tag (processing sequence 774). 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 |
|---|---|---|---|---|---|---|---|
| 10246 | THOROGOOD Men's Boot Tobacco color Size 8.5 | 15692 | Apparel & Accessories > Shoes > Boots | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 9648 | Wilder White Boot | -2913201 | 2023LAUNCH | 0 | SHOES | ||
| 9667 | Wilder Tall Fringe White Boots | -2913201 | 2023LAUNCH | 0 | SHOES | ||
| 9668 | Wilder White Short Star Bootie | -2913201 | 2023LAUNCH | 0 | SHOES |