Fold 2 - Understanding why coefficient -20236 was selected
Tag: ELEGANT DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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 | 7.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -40472 | 8.000198 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No | |
| -3307040 | 8.000198 | -2.2.17.9 | -9.17.2.2 (-(9*71^3 + 17*71^2 + 2*71 + 2)) | No | |
| -1120111 | 9.000000 | -15.14.9.3 | -3.9.14.15 (-(3*71^3 + 9*71^2 + 14*71 + 15)) | No | |
| -2197933 | 9.000000 | -57.0.10.6 | -6.10.0.57 (-(6*71^3 + 10*71^2 + 57)) | No | |
| -3327276 | 9.000000 | -3.3.21.9 | -9.21.3.3 (-(9*71^3 + 21*71^2 + 3*71 + 3)) | No |
These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 696). 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 |
|---|---|---|---|---|---|---|---|
| 1044 | Porter | 0 | CUTE DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | FLORAL DRESSES | |
| 929 | Freya | 0 | CUTE DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | FLORAL DRESSES, HUMANS OF RIXO | |
| 871 | Daskur Pleated Slip Dress | -20236 | COLORFUL DRESSES, CUTE DRESSES | 0 | ESSENTIEL ANTWERP | ||
| 881 | Devi- Pink | -20236 | COLORFUL DRESSES, CUTE DRESSES | 0 | FLORAL DRESSES, HUMANS OF RIXO | ||
| 937 | Giuliana -Navy | -20236 | BEST DRESS, CUTE DRESSES | 0 | none | ||
| 1051 | Rosheen -Red | -40472 | BEST DRESS, COLORFUL DRESSES, CUTE DRESSES | -20236 | HUMANS OF RIXO | ||
| 994 | Kristen -Navy | -1120111 | BEST DRESS, BOHEMIAN STYLE, CUTE DRESSES | -1099875 | none | ||
| 1068 | Syd | -2197933 | BROWN, CUTE DRESSES | -2177697 | FRAILS | ||
| 899 | Doris | -3307040 | CAMI NYC, COLORFUL DRESSES, CUTE DRESSES | -3286804 | FLORAL DRESSES, SILK | ||
| 875 | Delfina | -3327276 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, CUTE DRESSES | -3307040 | PARTY DRESS, SLIP DRESS |