Fold 2 - Understanding why coefficient -65676 was selected
Tag: HAND MADE
Selected Coefficient: -65676
Taxonomy Path: -1.2.13
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? |
|---|---|---|---|---|---|
| -65676 | 1.000198 | -1.2.13 | -13.2.1 (-(13*71^2 + 2*71 + 1)) | Yes | |
| -45512 | 1.000198 | -1.2.9 | -9.2.1 (-(9*71^2 + 2*71 + 1)) | No | |
| 75687 | 2.000000 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "HAND MADE" tag (processing sequence 834). 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 |
|---|---|---|---|---|---|---|---|
| 916 | Emery Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 141363 | none | |
| 287 | Snood - Wine | -45512 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 20164 | WINTER | ||
| 286 | Snood - Rust | -65676 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 0 | WINTER |