Fold 2 - Understanding why coefficient -493039 was selected
Tag: PAJAMAS
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -493039 | 1.000002 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 25044 | 3.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "PAJAMAS" tag (processing sequence 2252). 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 | 518083 | none | |
| 283 | EZ Dress, SHEER Jersey | 0 | JERSEY | 493039 | SLEEPWEAR | ||
| 11204 | Big Dog Pattern PJ's | -493039 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SPRING / SUMMER, BIG DOG | ||
| 11285 | Patterned Dog PJ's | -493039 | AUTUMN / WINTER | 0 | PLAYSUIT, ROMPERS & OVERALLS, SPRING / SUMMER |