Fold 0 - Understanding why coefficient -2571451 was selected
Tag: UNDER-50
Selected Coefficient: -2571451
Taxonomy Path: -1.2.17.5
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -2571451 | 6.012818 | -1.2.17.5 | -5.17.2.1 (-(5*79^3 + 17*79^2 + 2*79 + 1)) | Yes | |
| 2458954 | 6.012979 | 0.0.78.4 | 4.78.0.0 (4*79^3 + 78*79^2) | No | |
| 2958234 | 6.012979 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No | |
| -2128340 | 6.012979 | -1.2.25.4 | -4.25.2.1 (-(4*79^3 + 25*79^2 + 2*79 + 1)) | No | |
| -12482 | 6.012979 | -0.0.2 | -2.0.0 (-(2*79^2)) | No | |
| 3844377 | 6.037975 | 0.78.62.7 | 7.62.78.0 (7*79^3 + 62*79^2 + 78*79) | No | |
| -4162827 | 6.037975 | -1.1.35.8 | -8.35.1.1 (-(8*79^3 + 35*79^2 + 79 + 1)) | No | |
| -4162986 | 8.000000 | -2.3.35.8 | -8.35.3.2 (-(8*79^3 + 35*79^2 + 3*79 + 2)) | No |
These are the training products that have the "UNDER-50" tag (processing sequence 2979). 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 |
|---|---|---|---|---|---|---|---|
| 11859 | Brody Bouquet Lapel Pin Brooch | 3844377 | GOLD, ACCESSORIES, AD | 6415828 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 2958234 | FINALSALE, MULTI, SITE-NAV-BOTTOMS | 5529685 | Apparel & Accessories > Clothing Accessories > Hats > Sun Hats | none | |
| 11195 | Emi Slip Midi Skirt | 2458954 | FINALSALE, SITE-NAV-BOTTOMS | 5030405 | none | ||
| 11180 | 14K Gold Mini Pearl Hoop Earrings | -12482 | GOLD | 2558969 | none | ||
| 11877 | Vartan Braided Belt | -2128340 | CASUAL, ACCESSORIES, AD, BELTS | 443111 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -2571451 | ACCESSORIES, CLOTHING, COTTON-BLEND, MULTI, SOCKS | 0 | none | ||
| 11792 | Vadala Paisley Fashion Socks | -2571451 | ACCESSORIES, CLOTHING, COTTON-BLEND, MULTI, SOCKS | 0 | none | ||
| 11804 | Vago Paisley Fashion Socks | -4162827 | ACCESSORIES, CLOTHING, COTTON-BLEND, MULTI, SOCKS | -1591376 | none | ||
| 11805 | Vago Paisley Fashion Socks | -4162986 | CHARCOAL, ACCESSORIES, CLOTHING, COTTON-BLEND, MULTI, SOCKS | -1591535 | none | ||
| 11819 | Vadala Paisley Fashion Socks | -4162986 | CHARCOAL, ACCESSORIES, CLOTHING, COTTON-BLEND, MULTI, SOCKS | -1591535 | none |