Fold 0 - Understanding why coefficient -3573998 was selected
Tag: MADE IN USA
Selected Coefficient: -3573998
Taxonomy Path: -0.70.69.9
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? |
|---|---|---|---|---|---|
| -3573998 | 2.014085 | -0.70.69.9 | -9.69.70.0 (-(9*71^3 + 69*71^2 + 70*71)) | Yes | |
| 2903261 | 2.014085 | 0.66.7.8 | 8.7.66.0 (8*71^3 + 7*71^2 + 66*71) | No | |
| -7284318 | 3.000000 | -2.1.25.20 | -20.25.1.2 (-(20*71^3 + 25*71^2 + 71 + 2)) | No | |
| 423743 | 3.000000 | 15.4.13.1 | 1.13.4.15 (357911 + 13*71^2 + 4*71 + 15) | No |
These are the training products that have the "MADE IN USA" tag (processing sequence 1619). 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 |
|---|---|---|---|---|---|---|---|
| 249 | Accessory Pouch | 2903261 | ACCESSORIES, ALL OVER PRINT, AOP, BAGS | 6477259 | none | ||
| 8155 | 70's Halter and Skorts - Flannel Green Beige Plaid | 423743 | ADJUSTABLE | 3997741 | none | ||
| 227 | Rock Candy - Women's Skater Skirt | -3573998 | ALL OVER PRINT, AOP CLOTHING | 0 | none | ||
| 268 | High Waisted Yoga Leggings | -7284318 | LEGGINGS, TROUSERS, ALL OVER PRINT, AOP CLOTHING, BOTTOMS | -3710320 | PANTS |