Fold 2 - Understanding why coefficient -81292 was selected
Tag: HAND MADE
Selected Coefficient: -81292
Taxonomy Path: -1.2.13
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -81292 | 2.000160 | -1.2.13 | -13.2.1 (-(13*79^2 + 2*79 + 1)) | Yes | |
| -56328 | 2.000160 | -1.2.9 | -9.2.1 (-(9*79^2 + 2*79 + 1)) | No | |
| -193789 | 3.000000 | -2.4.31 | -31.4.2 (-(31*79^2 + 4*79 + 2)) | No | |
| 93695 | 3.000000 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "HAND MADE" tag (processing sequence 1630). 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 | 93695 | Apparel & Accessories > Clothing > Skirts | none | 174987 | none | |
| 287 | Snood - Wine | -56328 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 24964 | MACHINE WASHABLE SCARF | ||
| 286 | Snood - Rust | -81292 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 0 | MACHINE WASHABLE SCARF | ||
| 316 | Twisty Wristees - Red with rust flash | -193789 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, EOL | -112497 | MACHINE WASHABLE SCARF, PLEATED |