Fold 1 - Understanding why coefficient -985999 was selected
Tag: ASSEMBLED IN THE USA
Selected Coefficient: -985999
Taxonomy Path: -0.78.78.1
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? |
|---|---|---|---|---|---|
| -985999 | 2.012658 | -0.78.78.1 | -1.78.78.0 (-(493039 + 78*79^2 + 78*79)) | Yes | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| -898545 | 3.000000 | -78.76.64.1 | -1.64.76.78 (-(493039 + 64*79^2 + 76*79 + 78)) | No | |
| 992492 | 3.000000 | 15.2.1.2 | 2.1.2.15 (2*79^3 + 6241 + 2*79 + 15) | No |
These are the training products that have the "ASSEMBLED IN THE USA" tag (processing sequence 480). 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 |
|---|---|---|---|---|---|---|---|
| 10449 | Neutral Curves Vegan Leather Mini Clutch Bag | 992492 | ACCESSORIES, AOP | 1978491 | none | ||
| 249 | Accessory Pouch | 0 | POUCHES, ACCESSORIES, ALL OVER PRINT, AOP | 985999 | SUBLIMATION | ||
| 227 | Rock Candy - Women's Skater Skirt | -898545 | ALL OVER PRINT | 87454 | Apparel & Accessories > Clothing > Shorts | QUARTZ, SUBLIMATION, WOMEN'S CLOTHING | |
| 13936 | Wagified Bestie Pouch | -985999 | POUCHES, ALL OVER PRINT | 0 | NEW RELEASE, SUBLIMATION |