Fold 2 - Understanding why coefficient 24964 was selected
Tag: MACHINE WASHABLE SCARF
Selected Coefficient: 24964
Taxonomy Path: 0.0.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 24964 | 1.000160 | 0.0.4 | 4.0.0 (4*79^2) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| -112497 | 3.000000 | -1.2.18 | -18.2.1 (-(18*79^2 + 2*79 + 1)) | No |
These are the training products that have the "MACHINE WASHABLE SCARF" tag (processing sequence 1957). 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 |
|---|---|---|---|---|---|---|---|
| 199 | Ruffle Scarf - Navy | 24964 | CHRISTMAS GIFT | 0 | none | ||
| 287 | Snood - Wine | 24964 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE | 0 | none | ||
| 286 | Snood - Rust | 0 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, HAND MADE | -24964 | none | ||
| 316 | Twisty Wristees - Red with rust flash | -112497 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, EOL, HAND MADE | -137461 | PLEATED |