Fold 3 - Understanding why coefficient -8462876 was selected
Tag: UNDER-50
Selected Coefficient: -8462876
Taxonomy Path: -1.1.13.17
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| -8462876 | 6.000325 | -1.1.13.17 | -17.13.1.1 (-(17*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -5997681 | 6.000325 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -3039447 | 6.000325 | -1.1.13.6 | -6.13.1.1 (-(6*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4056730 | 6.000481 | -1.1.18.8 | -8.18.1.1 (-(8*79^3 + 18*79^2 + 79 + 1)) | No | |
| -2465195 | 8.012818 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No | |
| 5903986 | 8.012818 | 0.0.77.11 | 11.77.0.0 (11*79^3 + 77*79^2) | No | |
| -4056571 | 8.025316 | -0.78.17.8 | -8.17.78.0 (-(8*79^3 + 17*79^2 + 78*79)) | No | |
| 6465756 | 9.000160 | 1.1.9.13 | 13.9.1.1 (13*79^3 + 9*79^2 + 79 + 1) | No | |
| 11895426 | 9.000160 | 1.1.10.24 | 24.10.1.1 (24*79^3 + 10*79^2 + 79 + 1) | No | |
| -9037128 | 10.000000 | -2.2.26.18 | -18.26.2.2 (-(18*79^3 + 26*79^2 + 2*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 |
|---|---|---|---|---|---|---|---|
| 11195 | Emi Slip Midi Skirt | 11895426 | FINALSALE, SITE-NAV-BOTTOMS | 20358302 | none | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | 6465756 | GOLD, PATTERNED | 14928632 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 5903986 | BLUE, FINALSALE, SITE-NAV-BOTTOMS | 14366862 | MULTI | ||
| 11380 | Vader Dotted Fashion Socks | -2465195 | CLOTHING, COTTON-BLEND, SOCKS | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | VANNUCCI, MULTI | |
| 11856 | Nevan Casual Track Belt | -3039447 | BELTS, FALL | 5423429 | none | ||
| 11804 | Vago Paisley Fashion Socks | -4056571 | CLOTHING, COTTON-BLEND, SOCKS | 4406305 | VANNUCCI, MULTI | ||
| 11805 | Vago Paisley Fashion Socks | -4056730 | CHARCOAL, CLOTHING, COTTON-BLEND, SOCKS | 4406146 | VANNUCCI, MULTI | ||
| 11819 | Vadala Paisley Fashion Socks | -4056730 | CHARCOAL, CLOTHING, COTTON-BLEND, SOCKS | 4406146 | VANNUCCI, MULTI | ||
| 11877 | Vartan Braided Belt | -5997681 | CASUAL, BELTS | 2465195 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -8462876 | BLUE, CLOTHING, COTTON-BLEND, SOCKS | 0 | VANNUCCI, MULTI | ||
| 11860 | Valente Classic Leather Belt | -9037128 | CASUAL, BELTS, FALL | -574252 | none |