Fold 2 - Understanding why coefficient -2571451 was selected
Tag: UNDER-50
Selected Coefficient: -2571451
Taxonomy Path: -1.2.17.5
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 9
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 | 6.012820 | -1.2.17.5 | -5.17.2.1 (-(5*79^3 + 17*79^2 + 2*79 + 1)) | Yes | |
| -599295 | 6.012823 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | No | |
| -593054 | 6.013139 | -1.2.16.1 | -1.16.2.1 (-(493039 + 16*79^2 + 2*79 + 1)) | No | |
| -4162827 | 6.050633 | -1.1.35.8 | -8.35.1.1 (-(8*79^3 + 35*79^2 + 79 + 1)) | No | |
| -6596976 | 8.000002 | -2.3.30.13 | -13.30.3.2 (-(13*79^3 + 30*79^2 + 3*79 + 2)) | No | |
| -8569132 | 8.000004 | -2.3.30.17 | -17.30.3.2 (-(17*79^3 + 30*79^2 + 3*79 + 2)) | No | |
| 18723 | 10.000000 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 9435515 | 10.000000 | 71.67.10.19 | 19.10.67.71 (19*79^3 + 10*79^2 + 67*79 + 71) | No | |
| 10478719 | 10.000000 | 1.1.20.21 | 21.20.1.1 (21*79^3 + 20*79^2 + 79 + 1) | No |
These are the training products that have the "UNDER-50" tag (processing sequence 2978). 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 |
|---|---|---|---|---|---|---|---|
| 6492 | Syd Pinstripe Tailored Skort | 10478719 | BLUE, FINALSALE, IN-STOCK, SITE-NAV-BOTTOMS, SITE-NAV-WEEKEND | 13050170 | none | ||
| 11819 | Vadala Paisley Fashion Socks | 9435515 | ACCESSORIES, CHARCOAL, CLOTHING, COTTON-BLEND, SOCKS | 12006966 | none | ||
| 11180 | 14K Gold Mini Pearl Hoop Earrings | 18723 | GOLD | 2590174 | none | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | -593054 | GOLD, ACCESSORIES | 1978397 | none | ||
| 11856 | Nevan Casual Track Belt | -599295 | ACCESSORIES, BELTS | 1972156 | none | ||
| 11792 | Vadala Paisley Fashion Socks | -2571451 | ACCESSORIES, CLOTHING, COTTON-BLEND, SOCKS | 0 | none | ||
| 11380 | Vader Dotted Fashion Socks | -2571451 | ACCESSORIES, CLOTHING, COTTON-BLEND, SOCKS | 0 | none | ||
| 11804 | Vago Paisley Fashion Socks | -4162827 | ACCESSORIES, CLOTHING, COTTON-BLEND, SOCKS | -1591376 | none | ||
| 11860 | Valente Classic Leather Belt | -6596976 | CASUAL, ACCESSORIES, BELTS | -4025525 | none | ||
| 11877 | Vartan Braided Belt | -6596976 | CASUAL, ACCESSORIES, BELTS | -4025525 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -8569132 | BLUE, ACCESSORIES, CLOTHING, COTTON-BLEND, SOCKS | -5997681 | none |