Fold 1 - Understanding why coefficient -20236 was selected
Tag: SLIP DRESS
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
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? |
|---|---|---|---|---|---|
| -20236 | 2.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | 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 1243). 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 | 40472 | none | |
| 897 | Doozy | 0 | LIGHTWEIGHT | 20236 | Apparel & Accessories > Clothing > Dresses | SUMMER COLORS | |
| 875 | Delfina | -20236 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, LIGHT WIEHT DRESSES, PARTY DRESS | 0 | none |