Fold 2 - Understanding why coefficient -137461 was selected
Tag: PLEATED
Selected Coefficient: -137461
Taxonomy Path: -1.2.22
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? |
|---|---|---|---|---|---|
| -137461 | 3.000000 | -1.2.22 | -22.2.1 (-(22*79^2 + 2*79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 19843 | 3.000000 | 14.14.3 | 3.14.14 (3*79^2 + 14*79 + 14) | Home & Garden > Lighting Accessories > Lamp Shades | No |
| 4025525 | 3.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "PLEATED" tag (processing sequence 2313). 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 |
|---|---|---|---|---|---|---|---|
| 882 | Dex Pleated Jumpsuit | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | JUMPSUITS | 4162986 | none | |
| 12457 | UNO Mushroom Pleated Empire Shade | 19843 | Home & Garden > Lighting Accessories > Lamp Shades | none | 157304 | none | |
| 906 | Drobali Pleated Midi Skirt | 0 | ESSENTIEL ANTWERP | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | |
| 316 | Twisty Wristees - Red with rust flash | -137461 | CHRISTMAS PRESSIE, CORPORATE CHRISTMAS GIFTS, EOL, HAND MADE, MACHINE WASHABLE SCARF | 0 | none |