Fold 0 - Understanding why coefficient -50088 was selected
Tag: FEMININE DRESS
Selected Coefficient: -50088
Taxonomy Path: -2.2.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -50088 | 5.000000 | -2.2.8 | -8.2.2 (-(8*79^2 + 2*79 + 2)) | Yes | |
| -1566491 | 5.000160 | -0.0.14.3 | -3.14.0.0 (-(3*79^3 + 14*79^2)) | No | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -7509044 | 6.000000 | -15.14.18.15 | -15.18.14.15 (-(15*79^3 + 18*79^2 + 14*79 + 15)) | No | |
| -25044 | 6.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 25044 | 6.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "FEMININE DRESS" tag (processing sequence 1369). 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 | 25044 | Apparel & Accessories > Clothing > Dresses | none | 75132 | FREE PEOPLE | |
| 845 | Capri L/S Mini | 0 | COTTON CITIZEN | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | ORGANIC COTTON, PARTY DRESS | |
| 881 | Devi- Pink | -25044 | COLORFUL DRESSES, EXPENSIVE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO, RIXO DRESSES | |
| 1085 | Zadie -Spring Ink | -50088 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES | 0 | FLORAL PATTERNS, RIXO DRESSES | ||
| 1051 | Rosheen -Red | -50088 | BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES | 0 | HUMANS OF RIXO, RIXO DRESSES | ||
| 922 | Firtah | -1566491 | ORANGE | -1516403 | none | ||
| 994 | Kristen -Navy | -7509044 | NAVY, BEST DRESS, BOHEMIAN STYLE | -7458956 | MAXI DRESSES, RIXO DRESSES |