Fold 4 - Understanding why coefficient -4025366 was selected
Tag: LINGERIE
Selected Coefficient: -4025366
Taxonomy Path: -0.78.12.8
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? |
|---|---|---|---|---|---|
| -4025366 | 1.012658 | -0.78.12.8 | -8.12.78.0 (-(8*79^3 + 12*79^2 + 78*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| 25044 | 2.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "LINGERIE" tag (processing sequence 1912). 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 |
|---|---|---|---|---|---|---|---|
| 281 | EZ Dress, LIGHT Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 4050410 | LOUNGE WEAR, MICROMODAL, PAJAMAS | |
| 282 | EZ Dress, MEDIUM Jersey | 0 | JERSEY, FABRIC | 4025366 | LOUNGE WEAR, MICROMODAL | ||
| 7814 | Green Fairy | -4025366 | GREEN | 0 | none |