Fold 1 - Understanding why coefficient -2887996 was selected
Tag: BASEBALL
Selected Coefficient: -2887996
Taxonomy Path: -0.64.4.8
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -2887996 | 1.000000 | -0.64.4.8 | -8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71)) | Yes | |
| 143 | 1.000000 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
These are the training products that have the "BASEBALL" tag (processing sequence 711). 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 |
|---|---|---|---|---|---|---|---|
| 3488 | RAISING BALLERS DTF TRANSFER | 143 | Apparel & Accessories > Clothing Accessories | none | 2888139 | none | |
| 9723 | Fast Sneaker Silver | -2887996 | 2023LAUNCH | 0 | SNEAKERS |