Fold 1 - Understanding why coefficient -112497 was selected
Tag: PLEATED
Selected Coefficient: -112497
Taxonomy Path: -1.2.18
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? |
|---|---|---|---|---|---|
| -112497 | 2.000000 | -1.2.18 | -18.2.1 (-(18*79^2 + 2*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 19843 | 2.000000 | 14.14.3 | 3.14.14 (3*79^2 + 14*79 + 14) | Home & Garden > Lighting Accessories > Lamp Shades | No |
These are the training products that have the "PLEATED" tag (processing sequence 2323). 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 |
|---|---|---|---|---|---|---|---|
| 12457 | UNO Mushroom Pleated Empire Shade | 19843 | Home & Garden > Lighting Accessories > Lamp Shades | none | 132340 | none | |
| 906 | Drobali Pleated Midi Skirt | 0 | ESSENTIEL ANTWERP, MIDI SKIRTS | 112497 | Apparel & Accessories > Clothing Accessories > Headwear | none | |
| 316 | Twisty Wristees - Red with rust flash | -112497 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, EOL, HAND MADE | 0 | none |