Fold 4 - Understanding why coefficient -31364 was selected
Tag: HAND MADE
Selected Coefficient: -31364
Taxonomy Path: -1.2.5
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? |
|---|---|---|---|---|---|
| -31364 | 2.000000 | -1.2.5 | -5.2.1 (-(5*79^2 + 2*79 + 1)) | Yes | |
| 81133 | 2.000000 | 0.0.13 | 13.0.0 (13*79^2) | No | |
| 93695 | 2.000000 | 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 1631). 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 | 125059 | none | |
| 286 | Snood - Rust | 81133 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS | 112497 | Apparel & Accessories > Clothing Accessories > Headwear | PLEATED FLEECE SCARF | |
| 316 | Twisty Wristees - Red with rust flash | -31364 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, EOL | 0 | none |