Fold 2 - Understanding why coefficient -3327276 was selected
Tag: SLIP DRESS
Selected Coefficient: -3327276
Taxonomy Path: -3.3.21.9
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? |
|---|---|---|---|---|---|
| -3327276 | 2.000000 | -3.3.21.9 | -9.21.3.3 (-(9*71^3 + 21*71^2 + 3*71 + 3)) | Yes | |
| -2233590 | 2.000000 | -1.6.17.6 | -6.17.6.1 (-(6*71^3 + 17*71^2 + 6*71 + 1)) | No | |
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "SLIP DRESS" tag (processing sequence 1251). 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 |
|---|---|---|---|---|---|---|---|
| 147 | Silk Satin Crepe Slip Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 3347512 | none | |
| 897 | Doozy | -2233590 | ADJUSTABLE, LIGHTWEIGHT | 1093686 | SUMMER COLORS | ||
| 875 | Delfina | -3327276 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES, PARTY DRESS | 0 | none |