Fold 4 - Understanding why coefficient -40472 was selected
Tag: FEMININE DRESS
Selected Coefficient: -40472
Taxonomy Path: -2.2.8
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? |
|---|---|---|---|---|---|
| -40472 | 3.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | Yes | |
| -20236 | 3.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 20236 | 3.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 735). 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 |
|---|---|---|---|---|---|---|---|
| 1082 | Wild Heart Mini Slip | 20236 | Apparel & Accessories > Clothing > Dresses | none | 60708 | MINI DRESSES | |
| 845 | Capri L/S Mini | 0 | COTTON CITIZEN | 40472 | ORGANIC COTTON, PARTY DRESS | ||
| 1051 | Rosheen -Red | -20236 | BEST DRESS, COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO | |
| 924 | Fleur | -40472 | BEST DRESS, CAMI NYC, COLORFUL DRESSES | 0 | LIGHT WIEHT DRESSES |